{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "64448bd9-7802-43aa-b8cd-8265dc474c24",
   "metadata": {},
   "source": [
    "# Control\n",
    "\n",
    "These examples all cover dynamical simulation of systems related to device control. These examples use small systems, but note that the GPU will only provide an advantage for systems with total dimension of O(1000). "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ccb79b71-dbbc-46e5-b3e7-1c7cd46845dc",
   "metadata": {},
   "source": [
    "## Gate Calibration\n",
    "\n",
    "This example demonstrates how to perform pulse optimization."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7a9901f3-9572-4b92-95a2-d965c7e4d379",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Gaussian amplitude = 0.0, derivative amplitude = 0.0, Overlap: 0.7071067811865475\n",
      "Gaussian amplitude = 157.07963267948966, derivative amplitude = 0.0, Overlap: 0.7678402941325417\n",
      "Gaussian amplitude = 157.07963267948966, derivative amplitude = 157.07963267948966, Overlap: 0.6797941803182259\n",
      "Gaussian amplitude = 0.0, derivative amplitude = -157.07963267948966, Overlap: 0.9296240579072232\n",
      "Gaussian amplitude = -78.53981633974483, derivative amplitude = -314.1592653589793, Overlap: 0.7162211356808167\n",
      "Gaussian amplitude = 157.07963267948966, derivative amplitude = -157.07963267948966, Overlap: 0.44596190760545296\n",
      "Gaussian amplitude = 39.269908169872416, derivative amplitude = -39.269908169872416, Overlap: 0.9398996786747706\n",
      "Gaussian amplitude = -117.80972450961724, derivative amplitude = -196.34954084936206, Overlap: 0.5878521963356885\n",
      "Gaussian amplitude = 88.35729338221293, derivative amplitude = -49.087385212340514, Overlap: 0.6575502829271433\n",
      "Gaussian amplitude = 98.17477042468103, derivative amplitude = -19.634954084936208, Overlap: 0.33247544702132076\n",
      "Gaussian amplitude = 19.634954084936208, derivative amplitude = -98.17477042468103, Overlap: 0.8409827814368478\n",
      "Gaussian amplitude = -39.269908169872416, derivative amplitude = -117.80972450961724, Overlap: 0.9445817360291182\n",
      "Gaussian amplitude = -107.99224746714913, derivative amplitude = -166.89710972195778, Overlap: 0.7586919940233878\n",
      "Gaussian amplitude = -19.634954084936208, derivative amplitude = -58.90486225480862, Overlap: 0.7406581261969767\n",
      "Gaussian amplitude = 9.817477042468104, derivative amplitude = -88.35729338221293, Overlap: 0.8651921848480539\n",
      "Gaussian amplitude = -9.817477042468104, derivative amplitude = -68.72233929727672, Overlap: 0.8181626678528717\n",
      "Gaussian amplitude = 4.908738521234052, derivative amplitude = -83.44855486097889, Overlap: 0.8663447451357891\n",
      "Gaussian amplitude = -4.908738521234052, derivative amplitude = -73.63107781851078, Overlap: 0.8433090770060998\n",
      "Gaussian amplitude = 2.454369260617026, derivative amplitude = -80.99418560036186, Overlap: 0.8638676425264983\n",
      "Gaussian amplitude = 0.0, derivative amplitude = -78.53981633974483, Overlap: 0.8592468550642993\n",
      "Gaussian amplitude = -17.18058482431918, derivative amplitude = -100.62913968529807, Overlap: 0.9218675201964192\n",
      "Gaussian amplitude = -56.45049299419159, derivative amplitude = -139.8990478551705, Overlap: 0.9265972065467258\n",
      "Gaussian amplitude = -78.53981633974483, derivative amplitude = -157.07963267948966, Overlap: 0.835400572144582\n",
      "Gaussian amplitude = -32.520392703175595, derivative amplitude = -114.74176293384598, Overlap: 0.9480750666520233\n",
      "Gaussian amplitude = -15.339807878856416, derivative amplitude = -92.65243958829275, Overlap: 0.9007114410060454\n",
      "Gaussian amplitude = -46.1728217153578, derivative amplitude = -128.08739578845106, Overlap: 0.9490749424029333\n",
      "Gaussian amplitude = -39.42330624866097, derivative amplitude = -125.0194342126798, Overlap: 0.9590912872207543\n",
      "Gaussian amplitude = -39.50000528805525, derivative amplitude = -128.6242890642111, Overlap: 0.9644209828123245\n",
      "Gaussian amplitude = -53.15243430023746, derivative amplitude = -141.96992191881617, Overlap: 0.9371109174510482\n",
      "Gaussian amplitude = -37.67840310244106, derivative amplitude = -121.54880268008851, Overlap: 0.9556739509139307\n",
      "Gaussian amplitude = -31.005586675138513, derivative amplitude = -122.08569595584855, Overlap: 0.9654586085651646\n",
      "Gaussian amplitude = -23.421969155028872, derivative amplitude = -119.0848460395473, Overlap: 0.963623453294681\n",
      "Gaussian amplitude = -32.82718886075271, derivative amplitude = -129.1611823399711, Overlap: 0.9745284542544127\n",
      "Gaussian amplitude = -30.401581739908533, derivative amplitude = -132.9673721699124, Overlap: 0.9801467465441793\n",
      "Gaussian amplitude = -21.9071631269918, derivative amplitude = -126.42877906154987, Overlap: 0.9754292788007772\n",
      "Gaussian amplitude = -21.303158191761824, derivative amplitude = -137.31045527561375, Overlap: 0.9831092973124017\n",
      "Gaussian amplitude = -16.451943950073478, derivative amplitude = -144.92283493549633, Overlap: 0.9767359198754701\n",
      "Gaussian amplitude = -29.79757680467855, derivative amplitude = -143.84904838397628, Overlap: 0.9800104018090544\n",
      "Gaussian amplitude = -27.82497338525686, derivative amplitude = -139.49398105336968, Overlap: 0.983130133355889\n",
      "Gaussian amplitude = -18.726549837110152, derivative amplitude = -143.83706415907102, Overlap: 0.9795024686649386\n",
      "Gaussian amplitude = -27.48282376420894, derivative amplitude = -135.68479516720205, Overlap: 0.9830113579207141\n",
      "Gaussian amplitude = -21.645307812809744, derivative amplitude = -141.11964116178137, Overlap: 0.9826376028076026\n",
      "Gaussian amplitude = -26.02344477635914, derivative amplitude = -137.0435066658469, Overlap: 0.9836739278237355\n",
      "Gaussian amplitude = -32.545259969854186, derivative amplitude = -139.2270324436028, Overlap: 0.9801447148031301\n",
      "Gaussian amplitude = -24.113683636284915, derivative amplitude = -137.78959956761102, Overlap: 0.9838140571803666\n",
      "Gaussian amplitude = -22.31215502738719, derivative amplitude = -135.33912518008825, Overlap: 0.9830417565995295\n",
      "Gaussian amplitude = -26.446768795789446, derivative amplitude = -138.45526708504931, Overlap: 0.9836520843944795\n",
      "Gaussian amplitude = -23.690359616854607, derivative amplitude = -136.3778391484086, Overlap: 0.9836030636444814\n",
      "Gaussian amplitude = -25.75766650105573, derivative amplitude = -137.93591010088915, Overlap: 0.9837756871844154\n",
      "Gaussian amplitude = -23.847905360981503, derivative amplitude = -138.68200300265326, Overlap: 0.9837642033752482\n",
      "Gaussian amplitude = -24.39179021482591, derivative amplitude = -138.27237891845166, Overlap: 0.9838287992237971\n",
      "Gaussian amplitude = -22.747807350055094, derivative amplitude = -138.12606838517354, Overlap: 0.983605007962648\n",
      "Gaussian amplitude = -25.00520171330557, derivative amplitude = -137.98344967196024, Overlap: 0.9838349659123633\n",
      "Gaussian amplitude = -25.283308291846573, derivative amplitude = -138.46622902280092, Overlap: 0.9838084449662036\n",
      "Gaussian amplitude = -24.40608980017533, derivative amplitude = -137.9587569314085, Overlap: 0.9838333961345107\n",
      "Gaussian amplitude = -25.01950129865499, derivative amplitude = -137.6698276849171, Overlap: 0.9838262991248778\n",
      "Gaussian amplitude = -24.54871798578318, derivative amplitude = -138.12174111006803, Overlap: 0.9838371837908917\n",
      "Gaussian amplitude = -25.14782989891342, derivative amplitude = -138.14643385061981, Overlap: 0.9838281816540192\n",
      "Gaussian amplitude = -24.59152482485985, derivative amplitude = -138.0056761612113, Overlap: 0.9838386325114293\n",
      "Gaussian amplitude = -24.135041097337464, derivative amplitude = -138.1439675993191, Overlap: 0.9838178216495735\n",
      "Gaussian amplitude = -24.78766155931354, derivative amplitude = -138.02357915379997, Overlap: 0.9838394947681391\n",
      "Gaussian amplitude = -24.83046839839021, derivative amplitude = -137.90751420494328, Overlap: 0.9838382084236699\n",
      "Gaussian amplitude = -24.760030795238453, derivative amplitude = -137.96107093122444, Overlap: 0.983839415811919\n",
      "Gaussian amplitude = -24.95616752969215, derivative amplitude = -137.97897392381313, Overlap: 0.9838364330493514\n",
      "Gaussian amplitude = -24.682685501067926, derivative amplitude = -137.99900060186175, Overlap: 0.9838395809932626\n",
      "Gaussian amplitude = -24.710316265143017, derivative amplitude = -138.06150882443728, Overlap: 0.9838396318122055\n",
      "Gaussian amplitude = -24.6854590000953, derivative amplitude = -138.1117277710437, Overlap: 0.9838391065292872\n",
      "Gaussian amplitude = -24.6053402068974, derivative amplitude = -138.03693027249906, Overlap: 0.9838388699265836\n",
      "Gaussian amplitude = -24.742081221209506, derivative amplitude = -138.02691693347472, Overlap: 0.983839704126317\n",
      "Gaussian amplitude = -24.769711985284598, derivative amplitude = -138.08942515605025, Overlap: 0.9838393352545376\n",
      "Gaussian amplitude = -24.704442122122096, derivative amplitude = -138.02160674040888, Overlap: 0.9838396943815279\n",
      "Gaussian amplitude = -24.73620707818858, derivative amplitude = -137.98701484944633, Overlap: 0.9838396407934783\n",
      "Gaussian amplitude = -24.729734374927194, derivative amplitude = -138.00563834319405, Overlap: 0.9838397063405587\n",
      "optimal overlap = 0.9838397063405587\n",
      "optimal parameters = [-0.24729734374927193, -1.3800563834319406]\n"
     ]
    }
   ],
   "source": [
    "import cudaq\n",
    "from cudaq import boson, Schedule, ScalarOperator, ScipyZvodeIntegrator\n",
    "import numpy as np\n",
    "import cupy as cp\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Set the target to our dynamics simulator\n",
    "cudaq.set_target(\"dynamics\")\n",
    "\n",
    "# Sample device parameters\n",
    "# Assuming a simple transmon device Hamiltonian in rotating frame.\n",
    "detuning = 0.0  # Detuning of the drive; assuming resonant drive\n",
    "anharmonicity = -340.0  # Anharmonicity\n",
    "sigma = 0.01  # sigma of the Gaussian pulse\n",
    "cutoff = 4.0 * sigma  # total length of drive pulse\n",
    "\n",
    "# Dimensions of sub-system\n",
    "# We model `transmon` as a 3-level system to account for leakage.\n",
    "dimensions = {0: 3}\n",
    "\n",
    "# Initial state of the system (ground state).\n",
    "psi0 = cudaq.State.from_data(cp.array([1.0, 0.0, 0.0], dtype=cp.complex128))\n",
    "\n",
    "\n",
    "def gaussian(t):\n",
    "    \"\"\"\n",
    "    Gaussian shape with cutoff. Starts at t = 0, amplitude normalized to one\n",
    "    \"\"\"\n",
    "    val = (np.exp(-((t-cutoff/2)/sigma)**2/2)-np.exp(-(cutoff/sigma)**2/8)) \\\n",
    "           / (1-np.exp(-(cutoff/sigma)**2/8))\n",
    "    return val\n",
    "\n",
    "\n",
    "def dgaussian(t):\n",
    "    \"\"\"\n",
    "    Derivative of Gaussian. Starts at t = 0, amplitude normalized to one\n",
    "    \"\"\"\n",
    "    return -(t - cutoff / 2) / sigma * np.exp(-(\n",
    "        (t - cutoff / 2) / sigma)**2 / 2 + 0.5)\n",
    "\n",
    "\n",
    "# Schedule of time steps.\n",
    "steps = np.linspace(0.0, cutoff, 201)\n",
    "schedule = Schedule(steps, [\"t\"])\n",
    "\n",
    "# We optimize for a X(pi/2) rotation\n",
    "target_state = np.array([1.0 / np.sqrt(2), -1j / np.sqrt(2), 0.0],\n",
    "                        dtype=cp.complex128)\n",
    "\n",
    "\n",
    "# Optimize the amplitude of the drive pulse (DRAG - Derivative Removal by Adiabatic Gate)\n",
    "def cost_function(amps):\n",
    "    amplitude = 100 * amps[0]\n",
    "    drag_amp = 100 * amps[1]\n",
    "    # Qubit Hamiltonian\n",
    "    hamiltonian = detuning * boson.number(0) + (\n",
    "        anharmonicity / 2) * boson.create(0) * boson.create(\n",
    "            0) * boson.annihilate(0) * boson.annihilate(0)\n",
    "    # Drive term\n",
    "    hamiltonian += amplitude * ScalarOperator(gaussian) * (boson.create(0) +\n",
    "                                                           boson.annihilate(0))\n",
    "\n",
    "    # Drag term (leakage reduction)\n",
    "    hamiltonian += 1j * drag_amp * ScalarOperator(dgaussian) * (\n",
    "        boson.annihilate(0) - boson.create(0))\n",
    "\n",
    "    # We optimize for a X(pi/2) rotation\n",
    "    evolution_result = cudaq.evolve(hamiltonian,\n",
    "                                    dimensions,\n",
    "                                    schedule,\n",
    "                                    psi0,\n",
    "                                    observables=[],\n",
    "                                    collapse_operators=[],\n",
    "                                    store_intermediate_results=cudaq.IntermediateResultSave.NONE,\n",
    "                                    integrator=ScipyZvodeIntegrator())\n",
    "    final_state = evolution_result.final_state()\n",
    "\n",
    "    overlap = np.abs(final_state.overlap(target_state))\n",
    "    print(\n",
    "        f\"Gaussian amplitude = {amplitude}, derivative amplitude = {drag_amp}, Overlap: {overlap}\"\n",
    "    )\n",
    "    return 1.0 - overlap\n",
    "\n",
    "\n",
    "# Specify the optimizer\n",
    "optimizer = cudaq.optimizers.NelderMead()\n",
    "optimal_error, optimal_parameters = optimizer.optimize(dimensions=2,\n",
    "                                                       function=cost_function)\n",
    "\n",
    "print(\"optimal overlap =\", 1.0 - optimal_error)\n",
    "print(\"optimal parameters =\", optimal_parameters)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cbd91da3-1f18-43db-b986-ce5c5078c0f0",
   "metadata": {},
   "source": [
    "## Pulse\n",
    "\n",
    "This example demonstrates how a transmon qubit is driven by a pulse (modulated signal with a Gaussian envelop) in the lab frame."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2002b8f9-7271-4613-ae8d-ecaa3cb79b2e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Qubit State')"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x1600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cudaq\n",
    "from cudaq import spin, boson, ScalarOperator, Schedule, ScipyZvodeIntegrator\n",
    "import numpy as np\n",
    "import cupy as cp\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Set the target to our dynamics simulator\n",
    "cudaq.set_target(\"dynamics\")\n",
    "\n",
    "# Device parameters\n",
    "# Strength of the Rabi-rate in GHz.\n",
    "rabi_rate = 0.1\n",
    "\n",
    "# Frequency of the qubit transition in GHz.\n",
    "omega = 5.0 * 2 * np.pi\n",
    "\n",
    "# Define Gaussian envelope function to approximately implement a `rx(pi/2)` gate.\n",
    "amplitude = 1. / 2.0  # Pi/2 rotation\n",
    "sigma = 1.0 / rabi_rate / amplitude\n",
    "pulse_duration = 6 * sigma\n",
    "\n",
    "\n",
    "def gaussian(t, duration, amplitude, sigma):\n",
    "    # Gaussian envelope function\n",
    "    return amplitude * np.exp(-0.5 * (t - duration / 2)**2 / (sigma)**2)\n",
    "\n",
    "\n",
    "def signal(t):\n",
    "    # Modulated signal\n",
    "    return np.cos(omega * t) * gaussian(t, pulse_duration, amplitude, sigma)\n",
    "\n",
    "\n",
    "# Qubit Hamiltonian\n",
    "hamiltonian = omega * spin.z(0) / 2\n",
    "# Add modulated driving term to the Hamiltonian\n",
    "hamiltonian += np.pi * rabi_rate * ScalarOperator(signal) * spin.x(0)\n",
    "\n",
    "# Dimensions of sub-system. We only have a single degree of freedom of dimension 2 (two-level system).\n",
    "dimensions = {0: 2}\n",
    "\n",
    "# Initial state of the system (ground state).\n",
    "psi0 = cudaq.State.from_data(cp.array([1.0, 0.0], dtype=cp.complex128))\n",
    "\n",
    "# Schedule of time steps.\n",
    "# Since this is a lab-frame simulation, the time step must be small to accurately capture the modulated signal.\n",
    "dt = 1 / omega / 20\n",
    "n_steps = int(np.ceil(pulse_duration / dt)) + 1\n",
    "steps = np.linspace(0, pulse_duration, n_steps)\n",
    "schedule = Schedule(steps, [\"t\"])\n",
    "\n",
    "# Run the simulation.\n",
    "# First, we run the simulation without any collapse operators (no decoherence).\n",
    "evolution_result = cudaq.evolve(hamiltonian,\n",
    "                                dimensions,\n",
    "                                schedule,\n",
    "                                psi0,\n",
    "                                observables=[boson.number(0)],\n",
    "                                collapse_operators=[],\n",
    "                                store_intermediate_results=cudaq.IntermediateResultSave.EXPECTATION_VALUE,\n",
    "                                integrator=ScipyZvodeIntegrator())\n",
    "\n",
    "pop1 = [\n",
    "    exp_vals[0].expectation()\n",
    "    for exp_vals in evolution_result.expectation_values()\n",
    "]\n",
    "pop0 = [1.0 - x for x in pop1]\n",
    "fig = plt.figure(figsize=(6, 16))\n",
    "envelop = [gaussian(t, pulse_duration, amplitude, sigma) for t in steps]\n",
    "\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.plot(steps, envelop)\n",
    "plt.ylabel(\"Amplitude\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.title(\"Envelope\")\n",
    "\n",
    "modulated_signal = [\n",
    "    np.cos(omega * t) * gaussian(t, pulse_duration, amplitude, sigma)\n",
    "    for t in steps\n",
    "]\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.plot(steps, modulated_signal)\n",
    "plt.ylabel(\"Amplitude\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.title(\"Signal\")\n",
    "\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.plot(steps, pop0)\n",
    "plt.plot(steps, pop1)\n",
    "plt.ylabel(\"Population\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.legend((\"Population in |0>\", \"Population in |1>\"))\n",
    "plt.title(\"Qubit State\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "179336e7-2336-4d4d-9fb8-90d51b404303",
   "metadata": {},
   "source": [
    "## Qubit Control\n",
    "\n",
    "This example simulates time evolution of a qubit (`transmon`) being driven close to resonance in the presence of noise (decoherence) and exhibiting Rabi oscillations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1e73a3b9-4a3b-4caf-a6a6-05719b635373",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'With decoherence')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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/K4pCaGjoFQO5l67/L7eevXT9/28nTpzA29u7QrZ5TdR0ftX1cfDgQa699lqzfL99fHxwdXW94vrfOK45X3cIIZo2qXEuhBD10LZtW+644w4++eQTEhMTKzxnXHT/e+d1Y9bE6NGjL9tvQEAA3bt3Z/ny5WRlZZnO//nnnxw7dqxC20mTJlFWVsbLL79cqZ/S0lIyMzMBuO6663BxcWH+/PkUFhZWaGfMxOjduze+vr4sWrSIoqIi0/Nr1qzh+PHjV5zz5dR0ftX1sX37dtatW1fpuczMTEpLS2s1Jx8fHwYPHszSpUuJiYmp8Jzxe6HT6ZgwYQI//PBDlQvslJSUWo0phBBCCCGso3fv3tjb2/PVV18RFxdXIeNcr9fTs2dPPvzwQ/Ly8mpUpsXJyanCGt0cdDodI0eOZNWqVRXWp8ePH6+0Br755pvR6XS8+OKLlTKqFUUhLS0NgJ49exIaGsq7775bac1tvO7S1x2Xtjly5Ah//PFHjd5I+Leazu9KJk2aRFxcHEuWLKn0XEFBAXl5ebWak1arZdy4caxevZo9e/ZUet44T3O/7hBCNG2ScS6EEPX07LPP8r///Y+TJ0/SuXNn0/lu3boxZcoUFi9eTGZmJkOGDGHXrl0sX76ccePGcc0111yx3/nz5zN69GgGDhzIPffcQ3p6OgsXLqRz587k5uaa2g0ZMoR7772X+fPnc+DAAa677jpsbW05ffo0K1eu5L333uOWW27B1dWVBQsWMH36dPr06cPkyZPx8PDg4MGD5Ofns3z5cmxtbXnjjTeYOnUqQ4YM4fbbbycpKYn33nuPNm3a8Pjjj9f6+1PT+V3Jk08+yS+//MKNN97I3XffTa9evcjLy+Pw4cN8//33nD9/Hm9v71rN6/3332fgwIH07NmTmTNnEhoayvnz5/ntt984cOAAAK+//jobNmygX79+zJgxg06dOpGens6+ffv466+/SE9Pr/X3QwghhBBCWJadnR19+vRh8+bN6PV6evXqVeH5/v3789///heoWX3zXr168e233zJr1iz69OmDs7MzY8aMqfc8X3zxRdauXcugQYN44IEHKC0tNa3/Dx06ZGrXtm1bXnnlFebMmcP58+cZN24cLi4uREVF8dNPPzFz5kyeeOIJtFotH3/8MWPGjKF79+5MnTqVgIAATpw4wdGjR03B4bfeeotRo0Zx9dVXM23aNAoKCli4cCFubm688MILtf46ajq/K7nzzjv57rvvuO+++9iwYQMDBgygrKyMEydO8N1337Fu3boqN/m8ktdee40//viDIUOGMHPmTCIiIkhISGDlypVs2bIFd3f3BnndIYRowhQhhBA18vnnnyuAsnv37krPTZkyRQGUzp07VzhfUlKivPjii0poaKhia2urBAcHK3PmzFEKCwtrNOYPP/ygREREKHq9XunUqZPy448/KlOmTFFCQkIqtV28eLHSq1cvxcHBQXFxcVG6du2qPPXUU0p8fHyFdr/88ovSv39/xcHBQXF1dVX69u2rfP311xXafPvtt0qPHj0UvV6veHp6Kv/5z3+U2NjYSl+zk5NTpXnMmzdPqerPS03mFxISoowePbrK70VOTo4yZ84cpV27doqdnZ3i7e2t9O/fX3n77beV4uJiRVEUJSoqSgGUt956q9L1gDJv3rwK544cOaKMHz9ecXd3V+zt7ZXw8HDl+eefr9AmKSlJefDBB5Xg4GDF1tZW8ff3V6699lpl8eLFVc5TCCGEEEI0PnPmzFEApX///pWe+/HHHxVAcXFxUUpLSys8t2HDBgVQNmzYYDqXm5urTJ48WXF3d1cA09rc2HblypUV+jCuUT///PNq5/nPP/8ovXr1Uuzs7JSwsDBl0aJFl11f//DDD8rAgQMVJycnxcnJSenYsaPy4IMPKidPnqzQbsuWLcqIESMUFxcXxcnJSYmMjFQWLlxYoc1ff/2lDBgwwPQaYcyYMcqxY8cqtDHOIyUlpcJ54+ukqKioWs9vyJAhlV5DGRUXFytvvPGG0rlzZ0Wv1yseHh5Kr169lBdffFHJysoytQOUBx98sNL1ISEhypQpUyqci46OVu666y7Fx8dH0ev1SlhYmPLggw8qRUVFpjY1ed0hhGgZNIpipt0phBBCCCGEEEIIIYQQQohmQGqcCyGEEEIIIYQQQgghhBCXkMC5EEIIIYQQQgghhBBCCHEJCZwLIYQQQgghhBBCCCGEEJeQwLkQQgghhBBCCCGEEEIIcQkJnAshhBBCCCGEEEIIIYQQl5DAuRBCCCGEEEIIIYQQQghxCRtrT6A5MBgMxMfH4+LigkajsfZ0hBBCCCGEmSiKQk5ODoGBgWi1knPSksgaXwghhBCiearpGl8C52YQHx9PcHCwtachhBBCCCEayIULF2jVqpW1pyEsSNb4QgghhBDNW3VrfAmcm4GLiwugfrNdXV2tPBshhBBCCGEu2dnZBAcHm9Z7ouWQNb4QQgghRPNU0zW+BM7NwHjrpqurqyyqhRBCCCGaISnV0fLIGl8IIYQQonmrbo0vhRqFEEIIIYQQQgghhBBCiEtI4FwIIYQQQgghhBBCCCGEuIQEzoUQQgghhBBCCCGEEEKIS0iNcyGEEEKIBqIoCqWlpZSVlVl7KuIydDodNjY2UsNcCCGEEELUSFlZGSUlJdaehrgCc63xJXAuhBBCCNEAiouLSUhIID8/39pTEdVwdHQkICAAOzs7a09FCCGEEEI0Yrm5ucTGxqIoirWnIqphjjW+BM6FEEIIIczMYDAQFRWFTqcjMDAQOzs7yWhuhBRFobi4mJSUFKKiomjfvj1arVQyFEIIIYQQlZWVlREbG4ujoyM+Pj6yvm+kzLnGl8C5EEIIIYSZFRcXYzAYCA4OxtHR0drTEVfg4OCAra0t0dHRFBcXY29vb+0pCSGEEEKIRqikpARFUfDx8cHBwcHa0xFXYK41vqTUCCGEEEI0EMlebhrk5ySEEEIIIWpKMs2bBnOs8eVVghBCCCGEEEIIIYQQQghxCQmcCyGEEEIIIYQQQgghhBCXkMC5EEIIIYSoMY1Gw6pVq6w9DSGEEEIIIYSZyBq/ahI4F0IIIYQQJikpKdx///20bt0avV6Pv78/I0eOZOvWrQAkJCQwatQoK8+ysvj4eDw8PHj//fcrnN+5cye2trb88ccfVpqZEEIIIYQQ1iVr/LqxadDehRBCCCFEkzJhwgSKi4tZvnw5YWFhJCUlsX79etLS0gDw9/e38gyrFhgYyMKFC7n33nsZNWoU7du3p6CggClTpjB9+nSuu+46a09RCCGEEEIIq5A1ft1IxrkQQgghRANTFIX84lKrfCiKUuN5ZmZmsnnzZt544w2uueYaQkJC6Nu3L3PmzGHs2LFA5ds4t23bRvfu3bG3t6d3796sWrUKjUbDgQMHANi4cSMajYZ169bRo0cPHBwcGDZsGMnJyaxZs4aIiAhcXV2ZPHky+fn5pn7Xrl3LwIEDcXd3x8vLixtvvJGzZ89ecf533HEHI0eO5O6778ZgMDBnzhxKSkp46623av7DEkIIIYQQogZkjd/81/hNKuN806ZNvPXWW+zdu5eEhAR++uknxo0bd8VrNm7cyKxZszh69CjBwcE899xz3H333RXafPjhh7z11lskJibSrVs3Fi5cSN++fRvuCxFCCCFEi1JQUkanueusMvaxl0biaFezJZ+zszPOzs6sWrWKq666Cr1ef8X22dnZjBkzhhtuuIEVK1YQHR3NY489VmXbF154gQ8++ABHR0cmTZrEpEmT0Ov1rFixgtzcXMaPH8/ChQt5+umnAcjLy2PWrFlERkaSm5vL3LlzGT9+PAcOHECrvXzux6JFi+jSpQv/+c9/WLlyJX///TfOzs41+vqFdcgaXwghhBBNkazxm/8av0llnOfl5dGtWzc+/PDDGrWPiopi9OjRXHPNNRw4cIDHHnuM6dOns27dxf+pv/32W2bNmsW8efPYt28f3bp1Y+TIkSQnJzfUlyGEEEII0SjZ2NiwbNkyli9fjru7OwMGDOCZZ57h0KFDVbZfsWIFGo2GJUuW0KlTJ0aNGsWTTz5ZZdtXXnmFAQMG0KNHD6ZNm8Y///zDxx9/TI8ePRg0aBC33HILGzZsMLWfMGECN998M+3ataN79+4sXbqUw4cPc+zYsSt+Db6+vrz88st88803zJw5k8GDB9f9GyIsQtb4QgghhBANR9b4ddekMs5HjRpVq0L1ixYtIjQ0lP/+978AREREsGXLFhYsWMDIkSMBeOedd5gxYwZTp041XfPbb7+xdOlSZs+ebf4vwgxOpJ/gQs4FHG0ccbBxwMHGAQ97D3wcfNBpddaenhCiJci8ADkJENgDdLbWno0QjZ6DrY5jL4202ti1MWHCBEaPHs3mzZvZsWMHa9as4c033+TTTz+tlNF78uRJIiMjsbe3N527XEZvZGSk6bGfnx+Ojo6EhYVVOLdr1y7T56dPn2bu3Lns3LmT1NRUDAYDADExMXTp0oVRo0axefNmAEJCQjh69CgAZWVlLFu2DEdHR3bs2EFpaSk2Nk1qydviyBpfdTDlICn5Keh1euxt7PGy98LPyQ8nWydrT00IIYQQVZA1fvNf4zfrVxHbt29n+PDhFc6NHDnSdHtBcXExe/fuZc6cOabntVotw4cPZ/v27Zftt6ioiKKiItPn2dnZ5p14NX4+8zNfHv+y0nkbjQ1+Tn4EOQfRzr0dHT070sGzA+3c26HXXfk2DCGEqJHSIvjpPjj6o/q5VzsY/wm06m3deQnRyGk0mhrfStkY2NvbM2LECEaMGMHzzz/P9OnTmTdvXqVFdW3Y2l58k02j0VT43HjOuHAGGDNmDCEhISxZsoTAwEAMBgNdunShuLgYgE8//ZSCgoJKfb/99tucO3eOPXv2MGTIEF577TXmzp1b53mLxqe5rvG/OvYVa86vqXTexdaFQOdAOnh0INwznA4eHejk1Qk3vZtF5yeEEEKIimSN3/zX+E3np1sHiYmJ+Pn5VTjn5+dHdnY2BQUFZGRkUFZWVmWbEydOXLbf+fPn8+KLLzbInGsi0DmQHr49KCgtUD9KCkgvSqfUUEpcbhxxuXHsSrz4bo5OoyPULZROXp1MH+Ee4TjaOlrtaxBCmI/BoJBZUIKHoy0ajabhBlIU+HEGHPsZNDqwdYS0M/D1bXDvJnANbLixhRBW1alTpwqbBRmFh4fz5ZdfUlRUZKqVuHv37nqPl5aWxsmTJ1myZAmDBg0CYMuWLRXaBAUFVbru6NGjzJs3jxUrVhAREcHHH3/M7bffzrhx4ypkw4imrbmu8UPcQujh24PC0kIKywpJzU8lpySHnJIcTmac5GTGSVafW32xvWsIXb270sW7C5HekYR7hmOns7Pa/IUQQgjRtMgav3rNOnDeUObMmcOsWbNMn2dnZxMcHGyx8e/sdCd3drqzwrkyQxmpBanE58VzIecCp9JPcSLjBKfST5FRlMGZzDOcyTzDL2d/AUCr0RLqGkqEVwQdPTvS2qU1Ia4htHJpJQtuIZqQTadSeHH1Uc6m5OHromfumE7cGNlAAeyTa9Sguc4OJn8LQb3h8xsg6TD8/CDc+VPDjCuEsJi0tDQmTpzIPffcQ2RkJC4uLuzZs4c333yTm266qVL7yZMn8+yzzzJz5kxmz55NTEwMb7/9NkC93sjz8PDAy8uLxYsXExAQQExMTLXlNUpLS5kyZQo333wzN998M6DekjphwgTuvvtudu3aJSVbxBVZe43/YPcHebD7gxXO5ZXkkZSXRHR2tBo8Tz/JifQTxObGEp0dTXR2NL+e+xUAW60tHT070sW7C129u9LVuyutXVuj1TSpba2EEEIIYWayxq+7Zv3qwd/fn6SkpArnkpKScHV1xcHBAZ1Oh06nq7KNv7//ZfvV6/XV7kBraTqtDj8nP/yc/Ojh2wPaqucVRSE5P5kT6Sc4lnbM9JFckMzZrLOczTprWmwDaNDgrnfH094TD3sPXOxcsNPZYau1xVar3iKhoKAoCgoKAAbFUPGcorax09nh7eCNn6MfYe5hhHuE42HvYfHvjRDN1d7oDKYv30NxmXrbU3JOEQ9/vZ+SMgPje7Qy72BlJbDuGfXx1Q9C22Hq44nL4KN+cPZviNkJrfuZd1whhEU5OzvTr18/FixYwNmzZykpKSE4OJgZM2bwzDPPVGrv6urK6tWruf/+++nevTtdu3Zl7ty5TJ48uUJNxNrSarV88803PPLII3Tp0oXw8HDef/99hg4detlrXnvtNeLi4vjjjz8qnP/www/p3LmzlGxpRlrSGt/J1okw9zDC3MO4pvU1pvOZhZkcTj3MkdQjHEo9xJHUI2QWqecOpx7ma74GwNHGkSCXIIKcgghyCcJd746LnQvOts7Y29hfXMMrCiWGEkoMJRSXFVd6XFxWTHFZMbY6W1zsXHDXu9PKuRWtXVsT7BIswXkhhBCiEZM1ft1pFEVRGqz3BqTRaPjpp58YN27cZds8/fTT/P777xw+fNh0bvLkyaSnp7N27VoA+vXrR9++fVm4cCEABoOB1q1b89BDD9V446Ds7Gzc3NzIysrC1dW17l+UBaUWpHIs7RhH045yNvMsMdkxRGdHk1+a36DjBrsE0z+wP4OCBtE/sD+2sqmgEHWSV1TKsP9uJCm7iOERvrw+IZJ3/zrFlzticNHbsP6JIfi61P0PWiXHfoHv7gRHb3j0AOhdLj7380Ow/3/QbgTc8b35xhSiCSssLCQqKorQ0NB6LS6boq+++oqpU6eSlZWFg4ODtadTI1f6eTXFdV5TJmv8ulEUhdicWFPg/HDqYY6nHafYUNzgY7vYuhDpG0k//36MCBlBKxczv3kvhBBCNBKyxm95a/wmlXGem5vLmTNnTJ9HRUVx4MABPD09ad26NXPmzCEuLo4vvvgCgPvuu48PPviAp556invuuYe///6b7777jt9++83Ux6xZs5gyZQq9e/emb9++vPvuu+Tl5TF16lSLf32W5O3gzeBWgxncarDpnKIopBemk1aYRkZhBumF6eQU51BiKKHUUEqJocTUVoMGjUaD6b/yWzUuPV9UVkRKQQoJuQmczjzNhZwLXMi5wLcnv+Xbk9/iofdgdNhobut4GyGuIRb/HgjRlC3bdp6k7CJaezry7m09cNbb8OLYLhyKzeJQbBavrznBO5O6m2/APUvVY887KwbNAQbNgv1fwpk/ISMaPOT3WYiW5IsvviAsLIygoCAOHjzI008/zaRJk5rMglpYn6zx60+j0RDsGkywazA3hN0AQImhhAs5F4jLUfdAis+LJ7som9ySXHJLciksLUSr0ZrW8zY6G2y1tthp7bDVlR+1turdpzr17tNSQyk5xTmkFaRxIfcCF7IvkFOSw9a4rWyN28o7e9+hs1dnbg2/lRvCbkCva1wZ/EIIIYSoGVnjq5pU4HzPnj1cc83FWxSNNQinTJnCsmXLSEhIICYmxvR8aGgov/32G48//jjvvfcerVq14tNPP2XkyJGmNrfeeispKSnMnTuXxMREunfvztq1ayttJtQSaDQavBy88HLwapD+c4pz2JO4h63xW1kfs57UglS+PP4lK06s4LqQ65gZOZP2Hu0bZGwhmpOcwhIWbzoHwKwRHXDWq/+U67QaXrqpC+M+3MrPB+J5cmQ4AW5m+KOWHgXnNgAa6Dml8vOeYRA6CKI2weGVMPiJ+o8phGgyEhMTTeuogIAAJk6cyKuvvmrtaYkmRNb4DcNWa0uYWxhhbmENNkapoZRTGafYl7SPjRc2sjtpN0fTjjJ321wW7F3AXZ3v4j8R/8HBpmW9yBZCCCGaOlnjq5psqZbGpCndxtlYlBpK2Ra/jW9OfMPmuM2AumHphPYTeKjHQ3jae1p5hkI0Xl/tjObZn44Q5uPEn48PQaetuDnHrZ9sZ2dUOg8Pa8f/XRde/wG3vgd/zoXQwTBlddVt9v0PfnkIvMPhwZ1Qjw1DhGgOWvJtnE2RlGoRVZGffe2lFaTxy9lf+PrE1yTkJQDg4+DDg90fZHz78VILXQghRJMma/ymxRxrfFm5CKuw0dowuNVgPhr+Ed+P+Z4RISMwKAZWnlrJjT/eyKozq5D3dISo2so9sQDc3qd1paA5wJT+bQD4elcMJeUbh9bLifJb3yPGXr5Np7Gg00PqSUg+Xv8xhRBCCNHkeDl4MbXLVH6/+XdeG/gaQc5BpBSk8ML2F5iyZgqnM05be4pCCCGEEDUmgXNhdeGe4bwz9B0+H/k5EZ4R5JTk8PzW53n474dJzk+29vSEaFTOJOdw4EImOq2GcT2CqmwzopMfXk52pOYWs/Ncev0GzE2GC7vUx+E3XL6dvZtargXUWudCCCGEaLFstDaMaTuGX8b9whO9n8DRxpEDKQeYtHoSnx7+lDJDmbWnKIQQQghRLQmci0ajt39vVoxeweO9HsdWa8s/sf8w/ufxrD2/1tpTE6LR+O1QIgBDO/jg41L1hlu2Oi3XdVZruK45klC/AU+tAxQI7AluVQfqTdqNUI+nJXAuhBBCCLDT2TGl8xR+Hvcz1wRfQ6lSynv73mPaH9OIz4239vSEEEIIIa5IAueiUbHR2nBPl3v47sbv6OTViezibJ7850le2fEKxWXF1p6eEFa3/kQSACM7+1+x3fVdAgBYdzSJMkM9yh5F/aMe2w2vvq2xTcwOKMqp+5hCCCGEaFb8nfx575r3eGXAKzjaOLI3aS+3/HILa6LWWHtqQgghhBCXJYFz0Si182jHlzd8yYyuMwD49uS33LnmTmJzYq08MyGsJym7kEOxWQBc09H3im37t/XC1d6G1NwiDlzIrNuAigJRm9THoYOrb+/VFjzagKEEzm+p25hCCCGEaJY0Gg03tbuJ78d8T6RPJDklOTy16SnmbZtHQWmBtacnhBBCCFGJBM5Fo2WrteWRno/w0bUf4aZ341jaMSb9OokNMRusPTUhrOLvE2rN/27B7pct02Jkq9MyqL0PAFvPpNZtwNTTkJukbvrZqk/17TWaiwH26G11G1MIIYQQzVqwazDLr1/OvZH3okHDj6d/5PZfb5eNQ4UQQgjR6EjgXDR6g1oNYuWNK9XMlOIcHtnwCP/d819KDCXWnpoQFrWlPAB+TbhPjdoPaOdd4bpaO1+ebR7cF2zta3ZN66vVY8yOuo0phGj0NBoNq1atsvY0hBBNmI3Whod6PMSS65bg7eDN2ayz3P7b7Xx/6nsUpR4l5oQQQghRJ7LGr5oEzkWTEOAcwLKRy7gj4g4Alh1dxvR100nKS7LyzISwDEVR2HkuDYD+bb1rdM3A8sD5/pgM8opKaz9o9Hb12GZQza8xBs7j90OJ3HYtRFOUkpLC/fffT+vWrdHr9fj7+zNy5Ei2bt0KQEJCAqNGjbLyLC8qKiqic+fOzJw5s9JzTz31FKGhoeTkyL4LQjRG/QL68f2Y7xkQOICisiJe3P4iT216itziXGtPTQghhGhWZI1fNxI4F02Grc6Wp/s+zTtD38HZ1pl9yfuYuHoi2+KlJIRo/s6m5JKaW4zeRku3YLcaXdPay5FWHg6UlCnsOp9e+0Fjd6vH4L41v8ajDTj7q3XO4/bVfkwhhNVNmDCB/fv3s3z5ck6dOsUvv/zC0KFDSUtT37zz9/dHr79yuShL0uv1fPHFFyxbtox169aZzu/YsYMFCxawbNkyXFxcrDhDIcSVeDl48dHwj3i81+PYaGxYe34tE1dP5GjqUWtPTQghhGg2ZI1fNxI4F03OiJARfHvjt3T07EhGUQb3/XkfHx74UEq3iGZt+zk18N0rxAO9ja7G110d5gXAntoGznNTIDMa0EBQz5pfp9FA66vUxxekXIsQJooCxXnW+ahF2YPMzEw2b97MG2+8wTXXXENISAh9+/Zlzpw5jB07Fqh8G+e2bdvo3r079vb29O7dm1WrVqHRaDhw4AAAGzduRKPRsG7dOnr06IGDgwPDhg0jOTmZNWvWEBERgaurK5MnTyY/P9/U79q1axk4cCDu7u54eXlx4403cvbs2Srn3atXL5599lmmTZtGZmYmhYWFTJ06lYcffpghQ4bU/uclhLAorUbLPV3uYdmoZQQ6BRKbG8sda+7gi6NfSOkWIYQQjZes8Zv9Gt/GIqMIYWatXVvzv1H/4/Vdr/PD6R9YdHARm2I38eqAV2nn0c7a0xPC7IxlWq4qD4TXVM8QD1bujWVfdGbtBozbox59wsG+ZhnuJq16w7FVarkWIYSqJB9eC7TO2M/Eg51TjZo6Ozvj7OzMqlWruOqqq6rNOsnOzmbMmDHccMMNrFixgujoaB577LEq277wwgt88MEHODo6MmnSJCZNmoRer2fFihXk5uYyfvx4Fi5cyNNPPw1AXl4es2bNIjIyktzcXObOncv48eM5cOAAWm3l3I9nn32W1atX88gjj+Dr64tGo+G1116r0dcthGgcuvl047sx3/HCthf4K+Yv3trzFjsSdvD8Vc8T4Bxg7ekJIYQQFckav9mv8SVwLposext7Xuj/An39+/Lqzlc5lnaMSb9O4sHuDzKl8xRstPK/t2g+9sdkAtA7xKNW1/VsrbY/GJtJaZkBG10NbzSKLQ+cB/Wu1XgABPZQj/EHan+tEMKqbGxsWLZsGTNmzGDRokX07NmTIUOGcNtttxEZGVmp/YoVK9BoNCxZsgR7e3s6depEXFwcM2bMqNT2lVdeYcCAAQBMmzaNOXPmcPbsWcLCwgC45ZZb2LBhg2lRPWHChArXL126FB8fH44dO0aXLl2qnPsXX3xBr169MBgMbN26FXv7Gm5sLIRoNNz0brwz9B2+Pfktb+1+i81xm7np55u4v9v93BFxB7Y6W2tPUQghhGhSZI1fdxJZFE3eDWE30Nu/Ny9uf5FNsZt4d9+7/HruV57s8yT9A/tbe3pC1FtKThFxmQVoNNC1Ve2yv9v7OuOityGnqJQTiTl0Carh9XF71WOrXrWcLeAfCWgg64Ja8sXZp/Z9CNHc2DqqWSHWGrsWJkyYwOjRo9m8eTM7duxgzZo1vPnmm3z66afcfffdFdqePHmSyMjICovXvn2r3hfh0kW5n58fjo6OpgW18dyuXbtMn58+fZq5c+eyc+dOUlNTMRgMAMTExNClSxdGjRrF5s2bAQgJCeHo0aN06tSJCRMmkJmZSe/edXjjTwjRKGg0Gm7reBu9/Xrz8o6X2Ze8j3f2vsM3J77hvm73MabtGEmSEUIIYX2yxm/2a3xZbYhmwdfRlw+GfcCqM6v4797/cibzDPf+eS/9A/szvet0evv1RqPRWHuaQtTJgQuZQHkQ3L52WVZarYburd3ZfDqVfTEZNQucKwokHFQfG7PHa8PeFbzbQ+opSDgA7UfUvg8hmhuNpsa3UjYG9vb2jBgxghEjRvD8888zffp05s2bV2lRXRu2thf//dJoNBU+N54zLpwBxowZQ0hICEuWLCEwMBCDwUCXLl0oLi4G4NNPP6WgoKBS3zY2NtjYyBJXiOagnUc7Pr/+c34+8zML9y8kPi+eudvm8sGBD7il/S2Mbz8efyd/a09TCCFESyVr/Ga/xpdXFaLZ0Gg0jG8/nmGth7Ho4CK+OfEN2+K3sS1+G529OjO27ViuD70eT3tPa09ViFo5WB447x7sXqfre7T2YPPpVA7FZtXsgux4KEgHrQ34RNRpTAJ7qIHz+P0SOBeiGejUqVOFzYKMwsPD+fLLLykqKjLVSty9e3e9x0tLS+PkyZMsWbKEQYMGAbBly5YKbYKCguo9jhCi8dNqtIxvP55RoaP49uS3LD2ylOT8ZD46+BEfHfyIjp4dGRA4gAivCNp7tMff0R8HG4cKSTNFZUVkFmaSWaR+ZBdnk1OcQ05xDrkluaZx3Ozc8HPyI9glmLZubdFpa74huxBCCNHUyBq/ehI4F82Om96Np/s+zeSIySw/upxVZ1ZxNO0oR9OO8ubuN+ns1Zne/r3p7NWZNm5taOXcqtLiWojG5IApcF67+uZGXcuzzI/E1TBwnnhIPXqHg20da4cFdIdD30qd81ooMyjEpOfj72qPg528UBfWkZaWxsSJE7nnnnuIjIzExcWFPXv28Oabb3LTTTdVaj958mSeffZZZs6cyezZs4mJieHtt98GqNffVQ8PD7y8vFi8eDEBAQHExMQwe/bsOvcnhGj67G3smdJ5Crd3vJ2/ov/iu1PfsS9pHyfST3Ai/USFtnZaOxxsHTAYDJQYSigsK6z1eC62LvTw68HINiMZETICBxsHc30pQgghhEXJGr/uJHAumq1gl2Ceu+o57u92P79H/c6v537lWNoxDqUe4lDqoQpt7bR2uNi5oNPq0KBBq9GajjZaG3QaHbY6W9zs3PBy8KKVSys6eXais3dnuT1UNChFUThcHvCOrGV9c6MuQa4AnE7OpbCkDHvbaoKyiYfVo3/XOo2nXlu+qUfy0br30YJsOpXCvF+OEpWah06r4Z4BbZg9KgKdVt7QE5bl7OxMv379WLBgAWfPnqWkpITg4GBmzJjBM888U6m9q6srq1ev5v7776d79+507dqVuXPnMnny5Hpt2qPVavnmm2945JFH6NKlC+Hh4bz//vsMHTq0Hl+dEKI5sNPZcUPYDdwQdgPphelsjdvKnqQ9nM44zZnMMxSUFlBsKKa4qLjCdTqNDje9G+56d9z0brjaueJi54KTrXqLfZlSRmZhJol5iZzLOkdOSQ6bYjexKXYT83fOZ3z78czsOhN3e3crfNVCCCFE3ckav+40iqIo1p5EU5ednY2bmxtZWVm4urpaezriCuJz49mTtIc9iXs4m3mWqOwocopz6tVnhGcEI0JGcFO7m/B19DXTTIVQxWbkM/CNDdjqNBx98XrsbLS17kNRFHq/8hdpecX8/OAAulVX8uWb/8CJX2Hka3D1g3WbeF4avFW+IcicWNC71K2fFmDP+XQmf7qT4lIDOq2GMoP6Z/mm7oG8e2t3uRumiSosLCQqKorQ0FCL7vreGHz11VdMnTqVrKwsHByaRobmlX5ess5rueRn3/QoikJBaQGZRZkUlhWi0+jQaXS46l1xsXWp8d/UUkMpJzNOsiV2C6vOrCI2NxZQs9CnR07nrk53yeakQgjRAskav+Wt8eWvvWhRAp0DGes8lrFtxwLq4jq/NJ/somyyi7MxKAYMGEABg2KgTClTPwxlFBuKySzKJDU/lXNZ5ziefpxTGac4nn6c4+nH+fjgx4xrN45pXacR5Ny4ajKJputYfDYA7X1d6hQ0B/VWqs5Bbmw6lcKR+KzqA+fmyDh38gJnf8hNhOQTENyn7n01Y3lFpTzw1T6KSw0Mj/Dlvdt6sPFkCo9+s5+fD8RzbYQfY7sFWnuaQlzRF198QVhYGEFBQRw8eJCnn36aSZMmNZkFtRCi+dBoNDjaOuJo61ivfmy0NnT26kxnr87MiJzB1ritvLfvPU5mnGTB3gWsj17P64NeJ9g12EwzF0IIIRoXWeOrJHAuWjSNRoOTrRNOtk4EEFDr69ML09kQs4Gfz/7M/uT9rDy1kl/O/sKD3R/kzk53SiaKqLej5YHzToH1y3TrEuiqBs6rq3NelAuZ0epj3871GhO/zmrgPOmIBM4v45N/zpKcU0SIlyPv394DRzsbRkcGcDo5h3f/Os28n49wbUdfnPTyb4lovBITE5k7dy6JiYkEBAQwceJEXn31VWtPSwghzEKr0TKo1SAGBA3gl7O/8OauNzmUeohbVt/CywNe5ro211l7ikIIIYTZyRpfVbf0RSEEAJ72nkzoMIEvRn3B5yM/p7dfb4rKinhn7zvc8fsdXMi5YO0piibuWEJ54DygfoFzY+D9RGI1pYlST6pHJx81a7w+/MoD70lS57wqGXnFLN58DoDZ13fE0e5icPzBa9rRxsuRjPwSvt4VY60pClEjTz31FOfPnzfdCrlgwQIcHeuX7SmEEI2NVqNlXLtx/DD2B3r59SK/NJ//++f/WHpkKVL9VAghRHMja3yVBM6FMJPe/r1ZOnIpL/V/CRdbF46mHWXyb5PZnbjb2lMTTdgxM2Wcd/RXa4yfSszBYLjCi7vkE+rRp2O9xgMkcF6NH/bFUlhioFOAK9d3qbjJsK1Oy71D2gLw6eYoiksN1piiEEIIIf4lwDmAz677jP9E/AeABXsX8OrOVzEo8rdaCCGEaG4kcC6EGWk0Gsa3H8+PN/1IZ6/OZBZlMvOPmaw6s8raUxNNUHZhCXGZBQBE+NcvcB7i5YSdTktecZmpzyqlHFePvp3qNR5wMfiecqL+fTUziqLw1U41k/zOq0Oq3Kzs5p5BeDvrScwuZMPJZEtPUQghhBCXodPqmN13NrP7zkaDhm9PfstL21+S4LkQQgjRzEjgXIgG4O/kz7LrlzEqdBSlSinPb32eH079YO1piSbmTHIuAH6uetwcbevVl61OS5iPEwAnr1SuxZhx7muGjHPv9uqxIB3yUuvfXzOyKyqdqNQ8nPU2l938U2+jY3wP9bmf9sVZcnpCCCGEqIH/RPyH1wa9hlaj5YfTP0jwXAghhGhmJHAuRAOxt7HnjUFvmG7jfGH7C6w8tdLKsxJNiTFw3s7X2Sz9Gcu1nEy6QuDcmB3uE1H/Ae2cwK11eb8n699fM7LmSCIAIzv7X3Hjz/E9WgHw94lksvJLLDI3IYQQQtTcjWE38trAi8Hzd/e+a+0pCSGEEMJMJHAuRAPSaDQ83edp7ux0JwAvb3+ZP6P/tPKsRFNx1hg49zFP4LyDsc755QLnRTmQVb6hrU+4WcbEp4N6TJXAuZHBoLDuqBo4H/Wv2ub/1inQlY7+LhSXGVh3LNES0xNCCCFELY0OG83LA14G4POjn/PlsS+tPCMhhBBCmIMEzoVoYBqNhid7P8mt4beioDB702z2J++39rREE3C6oTLOL1eqJe2senT0BkdPs4yJd3kAPuWUefprBg7FZZGQVYiTnY6B7b2rbT+ysxpc//u41DkXQgghGquxbcfyaM9HAXhz95usPb/WyjMSQgghRH1J4FwIC9BoNMzpO4ehwUMpNhTz8N8PE5MdY+1piUbuYqkWF7P0185H7ScqNQ+DQancIO2MevRqZ5bxAMk4r8Lfx5MAGBrui72trtr210b4ArD5dApFpWUNOjchakKj0bBq1SprT0MIIRqdaV2mcXvH21FQeGbzM+xO3G3tKQkhhBA1Imv8qkngXAgL0Wl1vDn4Tbp6dyWrKIvHNj5GQWmBtaclGqnCkjIuZOQD5ss4D/JwwFanoajUQHxWFf/vpZ9Tj15tzTIeIBnnVdhyRt0odUgHnxq17xLoho+LnrziMnZFpTfk1IQAICUlhfvvv5/WrVuj1+vx9/dn5MiRbN26FYCEhARGjRpl5VlWbejQoWg0mst+/PPPP9aeohCiGTOWaRwRMoISQwmPbXiMqKwoa09LCCGEkDV+HV1+RzIhhNk52Djw7jXvMmn1JE5nnOal7S/x2sDX0Gg01p6a5RTnQ9xe0GgguB/obK09o0bpXEoeigJuDrZ4O9uZpU+dVkOIlxNnknOJSs2jlYdjxQbGUi2eYWYZDwDv8ozz7FgoKQBbB/P13QRlF5ZwMDYLgAE1KNMCoNVquCbch+/2xPLPyRQGta9ZwF2IupowYQLFxcUsX76csLAwkpKSWL9+PWlpaQD4+1+5Nr81/fjjjxQXF1c4V1xczOjRo7G3t6dfv35WmpkQoqXQaXXMHzSflPwUDqQc4MH1D/LVDV/hYe9h7akJIYRowWSNXzeScS6Ehfk6+vLWkLfQaXT8eu5Xvjn5jbWnZDnnt8CH/WD5jbBsNCwaBAkHrT2rRulMysX65uZ8YyXM2wlQA/OVpJcHzs2Zce7oCXo39XHGefP120TtPJdOmUEh1NuJIPeav4kwoJ0aZN9+Lq3+kygpgD/nwgd94KP+sO8LMBjq36+4IkVRyC/Jt8qHolRRmukyMjMz2bx5M2+88QbXXHMNISEh9O3blzlz5jB27Fig8m2c27Zto3v37tjb29O7d29WrVqFRqPhwIEDAGzcuBGNRsO6devo0aMHDg4ODBs2jOTkZNasWUNERASurq5MnjyZ/Px8U79r165l4MCBuLu74+XlxY033sjZs2evOH9PT0/8/f0rfLz88sukpqby008/YW9vX/MfmhBC1JFep+e9Ye8R5BzEhZwLPLrhUYrKiqw9LSGEEGYma/zmv8aXjHMhrKCPfx8e7/U4b+95mzd3vUmEZwTdfbtbe1oNK+kofDURSvLByQfKSiDlOHw5AWb+A25B1p5ho2Ksb97eTGVajEJ91MB5VGoVgfOGqHGu0YBnKCQcUEvB+EaYr+8maGt5mZb+bb1qdd3VYWr7YwnZZOWX4OZYxzs1ivPh8+srvmH1y8MQtw/GvFu3PkWNFJQW0G+FdbKdd07eiaOtY/UNAWdnZ5ydnVm1ahVXXXUVer3+iu2zs7MZM2YMN9xwAytWrCA6OprHHnusyrYvvPACH3zwAY6OjkyaNIlJkyah1+tZsWIFubm5jB8/noULF/L0008DkJeXx6xZs4iMjCQ3N5e5c+cyfvx4Dhw4gFZbs9yPjz76iC+++IINGzbQqlWrGl0jhBDm4GnvyUfXfsQdv9/B/uT9zN06l9cHvd6y7jQVQohmTtb4zX+NLxnnQljJXZ3uYkTICEqVUp745wkyCzOtPaWGU1II396pBs3DhsIjB+CR/eDXFfJS4IdpUIt3S1uCM8k5gPnqmxuZMs7/HTjPT4eCDPWxOUu1XNqfsYZ6C7Y3Wv0e9wurXeDc19WeMB8nFAV2RtUj6/z3J9SguaMXTPgMhr8IaGDv57B3Wd37Fc2GjY0Ny5YtY/ny5bi7uzNgwACeeeYZDh06VGX7FStWoNFoWLJkCZ06dWLUqFE8+eSTVbZ95ZVXGDBgAD169GDatGn8888/fPzxx/To0YNBgwZxyy23sGHDBlP7CRMmcPPNN9OuXTu6d+/O0qVLOXz4MMeOHavR17Jp0yYee+wxPvzwQ/r371/7b4YQQtRTmHsYC65ZgI3Ght+jfufjgx9be0pCCCFaIFnj151knAthJRqNhpcHvMzpjNOczz7Pc1ufY+Gwhc0zC2XPUrUMiLM/3PI56MuDwbd9CR9dDTHb4eTv0HG0defZiBgzztuaO+PcW+3vXHkpGBNjUNslAOyczDqmBM5V+cWlHEvIBqB3SO3rnF4d5sW5lDy2n0vjus51qD93fgsc+Ao0Wpi4HEIHqeeVMlj/EvwxFyLGquV1hNk52Diwc/JOq41dGxMmTGD06NFs3ryZHTt2sGbNGt58800+/fRT7r777gptT548SWRkZIXbI/v27Vtlv5GRkabHfn5+ODo6EhYWVuHcrl27TJ+fPn2auXPnsnPnTlJTUzGUlxSKiYmhS5cujBo1is2bNwMQEhLC0aNHTdfGxMRwyy23MHPmTKZPn16rr18IIcypX0A/nr/6eeZtm8fHBz8m2CWYMW3HWHtaQgghzEDW+M1/jS+BcyGsyMnWibeGvMV/fvsP/8T+w5fHv+TOTndae1rmVZQDm99WH1/zTMWgnEcbuOp+2PxfNXDXYRTU8Nac5qy0zGAqpdLOx8wZ5+WlWuIyCygsKcPeVqc+YdoY1Iz1zY08Q9VjepT5+25CDlzIpMygEOBmT2At6psb9Q315KudMewrz1qvFUWBv19VH/e+52LQHGDA43DkR0g6AlsWwHUv175/US2NRlPjWykbA3t7e0aMGMGIESN4/vnnmT59OvPmzau0qK4NW9uLJYY0Gk2Fz43nDJfU2x8zZgwhISEsWbKEwMBADAYDXbp0MW0M9Omnn1JQUFCp74KCAsaPH0/nzp1599136zxfIYQwl5vb30x0djRLjyxl3rZ5BDoH0suvl7WnJYQQop5kjd/81/gSoRLCyjp6duSJPk8A8M7edziaerSaK5qYQ99Cfpqaddz9P5Wf7/8I6F0h5QSc32T5+TVCMen5lJQpONjqarWBZE14OdnhYm+DoqjjmJjqmzdE4FwyzgFTwLtnHbLNAXq2Vq87Gp9NYUlZ7S6O3gox20Cnh0H/V/E5rRaunas+3v0pFGbVaX6ieevUqRN5eZX3RggPD+fw4cMUFV3c9G737t31Hi8tLY2TJ0/y3HPPce211xIREUFGRsU3jYKCgmjXrh3t2rUjJCTEdH769Omkp6ezcuVKbGwkR0QI0Tg82vNRRoSMoMRQwqMbHiU6O9raUxJCCNHCyRq/ehI4F6IRuC38Noa3Hk6pQa13nlOcY+0pmYeiwJ5l6uM+M0BXxT9uDu7QdaL6eM/nlppZo3axTIsTWq15S/doNJqLdc5TLvkDmV6ecd6QgfOsC1BabP7+mwhjffNeresWOG/l4YCPi55Sg8KRuFoGt/cuV4/dbgPXwMrPt78OfCLUfQgOfVen+YnmIS0tjWHDhvHll19y6NAhoqKiWLlyJW+++SY33XRTpfaTJ0/GYDAwc+ZMjh8/zrp163j7bfUuo/qUHvPw8MDLy4vFixdz5swZ/v77b2bNmlXtdW+99RYrV65k0aJFlJaWkpiYWOHDmL0ihBCWptVoeW3ga3T17kpWURYPrn+wee9xJIQQotGQNX7dSeBciEZAo9Hw4oAXCXQKJDY3lhe3v4jSHDbLjNsHSYfBxl4N2F1O76nq8cSvkJdqmbk1YtFpaia4sR65uYWaNgi9pM55Q5ZqcfYDW0dQDJAZY/7+mwBFUThcHuzu3tq9Tn1oNBp6BKvX7oupRbmWgkw4/ov6uOeUy3V+8fdwz1LZrLcFc3Z2pl+/fixYsIDBgwfTpUsXnn/+eWbMmMEHH3xQqb2rqyurV6/mwIEDdO/enWeffZa5c9U7GC6tiVhbWq2Wb775hr1799KlSxcef/xx3nrrrWqv++ijjygpKeH6668nICCg0se3335b5zkJIUR92dvY8/6w9wl0CiQ6O5pHNjxCfkl+9RcKIYQQ9SBr/LrTKM0iOmdd2dnZuLm5kZWVhaurq7WnI5qwgykHuXvN3ZQqpcy9ei4TO0y09pTqZ+0c2PERdJ0EE5Zcue0ngyHhIIx5D3rdbZHpNVbPrTrMlztieOiadjwxMtzs/b+//jTv/HmKib1a8dbEbmqQ9PXWUJQND+wA3wizj8nHA9Qa2pNXQofrzN9/I5eQVcDV8/9Gp9Vw9MWRF2vL19Kif87y+poTXN/Zn0V31rA26p7P4dfHwLcT3L9NDZJXpSAT/hsOpYVw7yYI6FanOQpVYWEhUVFRhIaG1mtx2RR99dVXTJ06laysLBwczFtuqqFc6ecl67yWS372oqGczjjNlDVTyCnJoY9/Hz689sNab/ImhBDC8mSN3/LW+JJxLkQj0s2nG4/0fASAN3a9wamMU1aeUT0YDHDsZ/Vx5/HVt48Yqx6Pr264OTURxozz1l4Ns8mIMePcuAEpeSlq0BwNeIQ2yJh4tFGPGS1zg9BDsWq2eXtf5zoHzQFTxvnB2MyaX2T8neo68fJBc1DLJrUbrj4+9ktdpidaqC+++IItW7YQFRXFqlWrePrpp5k0aVKTWVALIYSltfdoz6IRi3CydWJ34m4e/vthyTwXQgjRqMgaXyWBcyEamSmdpzAwaCBFZUU8+c+TTXcRHb8PsuPAzhnaDqu+vTFwfu4fNfO1BTNu2hni2bCB83PGwLmxTItbMNg20LvmLXyDUGNN8q5BbvXqp3P59QlZhaTlFlXTGnWjz6jyTXc73lh9+07j1OOxn6Vci6ixxMRE7rjjDiIiInj88ceZOHEiixcvtva0hBCiUYv0ieTj4R/jYOPAzoSdTFs3jbSCNGtPSwghhABkjW8kgXMhGhmtRsurA1/F18GXc1nnmL9rvrWnVDfGLNcOI2sWjPXpAD4dwVACZ/5q2Lk1YqVlBuIy1I0tGjrjPD2vmMz84ks2Bg1rkPGAFh84N9Y379qqfoFzZ72NaXPXI/HZ1V9w5i/1d8qrvfo7Vp0OI0FnB2mnIeVkveYqWo6nnnqK8+fPm26FXLBgAY6ODfPvlxBCNCc9fHuweMRi3PXuHEk7wp1r7uRcVstcKwkhhGhcZI2vanKB8w8//JA2bdpgb29Pv3792LVr12XbDh06FI1GU+lj9OjRpjZ33313peevv/56S3wpQlyWp70nrw9+Ha1Gy6ozq/j13K/WnlLtnVmvHjuMqvk17Ueox7MbzD+fJiI+s5BSg4KdjRY/l4bJ/nbS2+DnqgfgfFo+ZESrTzRUmRZo8YHzI3FqkLtLPTPOL+3DmMV+RafWqcfwGv4e2rtC6GD18Zk/6zA7IYQQQtRGd9/ufDHqC4Kcg7iQc4Hbfr2Nn07/hGxFJoQQQlhfkwqcf/vtt8yaNYt58+axb98+unXrxsiRI0lOTq6y/Y8//khCQoLp48iRI+h0OiZOrLjh4vXXX1+h3ddff22JL0eIK+rj34f7Iu8D4OXtL3M+67x1J1QbOUmQdFh93Paaml8XNlQ9ntvYYstERKer5VNaezqi1V6hHnU9BXuo7xTHZuRDZox60r11g41nCpxnRIOhrOHGaYRSc4tIzS1Co4GO/i717q9LkLpxSbWBc0VRSx/BxdrlNdH2WvV49u86zE78mwQ+mgb5OQkhrCnULZQvb/iSfgH9KCgtYO62uTyy4ZGmtf4XQogWRNaOTYM5fk42ZpiHxbzzzjvMmDGDqVOnArBo0SJ+++03li5dyuzZsyu19/T0rPD5N998g6OjY6XAuV6vx9/fv+EmLkQdzYycye6k3exO3M2Tm57ki1Ff4GDTBDZiMAbcArqBk3fNr2vdXy0TkR0LaWfAu33DzK8RM24M2lD1zY2CPR3ZE53BhfQCywTOXQPVn21ZMWTFgkdIw43VyJxMzAHUn6mjXf3/7Bozzg9XFzhPPQW5iWBjD8H9aj6AcU+C6G1QUgC2TeDfnEbI1tYWgPz8/Ba3gU5TlJ+v/ttr/LkJIYSleTt4s3jEYj4/8jkf7P+AjRc2siV2CxM6TGBih4mEe4bXuC9FUUjKT+Js5lnOZJ7hfPZ5soqyyC7ORoMGFzsXvOy96OrTle4+3Ql2CUZzpQ3EhRBCAKDT6QAoLi6WNX4TYI41fpMJnBcXF7N3717mzJljOqfVahk+fDjbt2+vUR+fffYZt912G05OThXOb9y4EV9fXzw8PBg2bBivvPIKXl5el+2nqKiIoqKLm7JlZ9egzqwQdaDT6nh90OtMXD2RE+kneHbLs7w95G20mkZ+s4gxcG7MXK0pO0c1wHd+s1qupQUGzi+UbwzaUPXNjYI91D/yFypknDdgMFurA482ajA3/VyLCpwfT1D/RnT0dzVLf50D1MB5bEYBOYUluNhfZhFg3BQ0uF/tNn31CQeXQMiJV4Pn7Wr5eywAdVHt7u5uuivO0dFRghKNkKIo5Ofnk5ycjLu7u+nFkBBCWINWo2Va12kMaTWEd/a+w+a4zXx78lu+PfktHT070se/D529OhPoHIizrTNajZbs4mzSC9M5n3Wec1nnOJ91nrNZZ8kryat2vG9OfgNAhGcEt4bfyqjQUTjatrz6tUIIUVM2NjY4OjqSkpKCra0tWm0jj820UOZc4zeZwHlqaiplZWX4+flVOO/n58eJEyeqvX7Xrl0cOXKEzz77rML566+/nptvvpnQ0FDOnj3LM888w6hRo9i+fftlv7Hz58/nxRdfrPsXI0Qt+Dr68s7Qd5j+x3T+jP6ThfsX8mjPR609rctTFDi/RX0cNqT214cOUQPnMdug30zzzq0JsFTGeavy/uPTstQAKTRsxjmogfnUUxcD9S3EifKM844B9S/TAuDmaIu/qz2J2YWcSsqlV4hH1Q3PbVSPxprlNaXRqCWWDnyl/i5K4LzOjHezXa6knGg83N3d5e5DIUSj0c6jHR8N/4hdCbv4+sTXbIzdyIn0E5xIr/51r5GNxoYQ1xDC3MMIcwvD28EbZztnFEUhpziH+Nx4DqYc5EjaEY6nH+eF7S/wwYEPeLrP04xsM1Le7BVCiCpoNBoCAgKIiooiOjra2tMR1TDHGr/JBM7r67PPPqNr16707du3wvnbbrvN9Lhr165ERkbStm1bNm7cyLXXVh0smDNnDrNmzTJ9np2dTXBwcMNMXAigl18vXuz/Is9ueZZPD39KgFMAk8InWXtaVcuMVgOxWhto1bf69v/WurykRMxONQjfwhbt0RbKOG9VnnFekh4LikEt5+Hs26Bj4l7+72TWhYYdp5ExlmoxR31zow7+LuWB85yqA+eKAjE71Me1DZwDtL5aDZxH1+yOLlE148La19eXkpISa09HXIatra1kmgshGqW+AX3pG9CXjMIMNsdt5kjqEY6lHSO9MJ28kjzKlDJc7Vxxs3OjtWtrwtzCCHULJcwtjBDXEGx11d+anlmYyaozq/jm5DfE5cbx5KYnWXVmFa8MfAVvh1qUXBRCiBbCzs6O9u3bU1xcbO2piCsw1xq/yQTOvb290el0JCUlVTiflJRU7bsHeXl5fPPNN7z00kvVjhMWFoa3tzdnzpy5bOBcr9ej1+trPnkhzGBs27FEZ0ez+NBiXt7xMnqdnpva3WTtaVVmDLQF9lBLr9RWUC/Q6NTge9aFhs+CbkQURSEmzbg5qFM1revHuDmoNjtW/UvgFtzwb1K4lQfOM1tO4LzMoHAqyRg4N0+pFoBwP2c2nUoxBeUrST8H+alqXfmAbrUfIKS/eozfByWFtSv1IirR6XQSmBVCCFFnHvYejG07lrFtx5q9b3d7d+7ucje3R9zO0iNL+fTQp2yN38ptv97Ge8Peo7NXZ7OPKYQQTZ1Wq8XeXl4jtQRNphiPnZ0dvXr1Yv369aZzBoOB9evXc/XVV1/x2pUrV1JUVMQdd9xR7TixsbGkpaUREBBQ7zkLYW4PdX+IyR0nAzB321xWn11t5RlVIXqrejQG3mrLzgkCItXHMTvNM6cmIi2vmLziMjQaCPZs2I1GAtzs0Wk1+Cvlb0Za4g0K4xgtKOP8Qno+RaUG9DZaWpux/E4HPzV73RiUrzzwLvUY2ANs6vBGr2cYOPmqm7nG76vjLIUQQgjRVOh1eu7vdj8rx64k1C2UpPwkpqyZwvqY9dVfLIQQQjRTTSZwDjBr1iyWLFnC8uXLOX78OPfffz95eXlMnToVgLvuuqvC5qFGn332GePGjau04Wdubi5PPvkkO3bs4Pz586xfv56bbrqJdu3aMXLkSIt8TULUhkajYXbf2UxoPwGDYuCZLc/w6eFPURTF2lO7yFgeonUdA+cAwVepxws76j+fJsRY3zzA1R69TcNmp9rotAS42dNKk6qesETgvAVmnJ9NyQUgzMcZrdZ8Gf0XA+e5VTeILQ+ct+pTtwE0Gmhd/nsYva1ufQghRC18+OGHtGnTBnt7e/r168euXbsu23bo0KFoNJpKH6NHjza1ufvuuys9f/3111viSxGiSQtzC+OrG75iUNAgisqKeGLjE/wd87e1pyWEEEJYRZMKnN966628/fbbzJ07l+7du3PgwAHWrl1r2jA0JiaGhISECtecPHmSLVu2MG3atEr96XQ6Dh06xNixY+nQoQPTpk2jV69ebN68WUqxiEZLo9Ew9+q53BGh3kHx3r73mLdtHgWlBbXqx2BQOHghkz+PJZGaW2SeyRVkQNpp9XFwHeqbGwWXB/vi9tZ/Tk1ITHp5mZYGrm9uFOzhSCtNivqJRTLOywPn2XFQVtrw4zUCxsB5Wx/zlt5p7+cMQGpuEWlV/f4aM86D+9V9kNbld3PF7ql7H0IIUQPffvsts2bNYt68eezbt49u3boxcuTIy26s++OPP5KQkGD6OHLkCDqdjokTJ1Zod/3111do9/XXX1viyxGiyXOxc2HhsIXcEHoDpUop//fP/7HxwkZrT0sIIYSwuCZT49zooYce4qGHHqryuY0bN1Y6Fx4eftlsXAcHB9atW2fO6QlhEVqNlqf7Pk2wSzBv7H6Dn878xP7k/bwy8BW6+VRfz/hcSi73f7mPk+VlHnRaDY8Ma8/Dw9rVLyvWGOj2DANHz7r3E9hTPSYegdKiupWaaIKMGechDVzf3CjY04FWsRYMnDv7g9YWDCWQk3AxkN6MnUtR3wwJ83E2a7+Odja09nQkJj2fU0m5XO18ye9IcR4kH1Mf1zXjHKBVb/UYt7dFbtQrhLCcd955hxkzZpjuIl20aBG//fYbS5cuZfbs2ZXae3pWXGN88803ODo6Vgqc6/X6avdCEkJUTafV8erAVzEoBtaeX8sT/zzB0pFLifSJtPbUhBBCCItpUhnnQoiKJkdM5uPhH+Pr6Mv57PPcteYunt3yLDHZMZe95nxqHuM/2sbJpByc9Ta093WmzKCw4K9TvPTrsfpNKK68FnJQ7/r149EG7N3VAGtyPefUhMSkq4FzS2acB5lKtYQ0/IBaLbgFqY9bSJ3zhso4hyvUOU88AopBfaPCtR77dfh3Ba0N5CVDVmw9ZiqEEJdXXFzM3r17GT58uOmcVqtl+PDhbN++vUZ9fPbZZ9x22204OVX8t3bjxo34+voSHh7O/fffT1pa2hX7KSoqIjs7u8KHEC2ZjdaG+YPmM6TVEIrKinj474eJz4239rSEEEIIi5HAuRBNXP/A/vw49kduDLsRg2Lgl7O/MHbVWB75+xF+Pfcr2cUXX/QVlpTxwFf7yCooIbKVG38/MYQ/Zw3hjQldAVi27Ty/HqrHYthY0iGoV32+JDWzNbCH+jh+f/36akJi09VyO608GnZjUKNgdxsCKA8iWCLjHFpcnfOz5Rnnbc2ccQ4Q7q/2efLfgfOEA+oxoPq7T67I1gH8OquPW1jZJCGE5aSmplJWVmYqvWjk5+dHYmJitdfv2rWLI0eOMH369Arnr7/+er744gvWr1/PG2+8wT///MOoUaMoKyu7bF/z58/Hzc3N9BEc3PzvjBKiOjZaG94c/CbhHuGkF6bz4PoHySvJs/a0hBBCCItocqVahBCVuendmD9oPpM7Tubjgx+zOW4zGy5sYMOFDQC0cm5Fe4/2JGXYcqa0BPcAR66/ugMb4+Ox09nh6q3nxqvSWHM4lbnrLtAh6Hrae4agqU1pBkW5GFxrVc+Mc1AD5+c2tKjAeVymZQPnYXbZ6DQKRdihd/a1yJimAH3W5e+KaC4y8opJzysGIKwhM84T/xU4jz+gHgO713+QoF6QcFD93e48rv79CSGEmX322Wd07dqVvn0r7q1y2223mR537dqVyMhI2rZty8aNG7n22mur7GvOnDnMmjXL9Hl2drYEz4UAHG0d+eDaD7j9t9s5k3mGF7e/yBuD3qjdawUhhBCiCZLAuRDNSFefrnw0/CNOZ5xm7fm1/Bn9J1FZUcTmxhKbq5Za0HtDGfDxkd8qXe/YGkqACb9+iKudK5E+kVzf5nqGhwzHybaawF9WLOSnqqUd/LvW/4tpYRnnpWUGErMLAQhyt0ypFuPGoLGKNyEGBRudBV78tKCM83OpapmWQDd7HO3M/+fWGDg/mZSDoigXX7yaMs6713+QoF6wZ+nFMkxCCGFm3t7e6HQ6kpKSKpxPSkqqtj55Xl4e33zzDS+99FK144SFheHt7c2ZM2cuGzjX6/Xo9S1jXxUhasvfyZ93hr7D1LVTWRO1hr7+fbmlwy3WnpYQQgjRoCRwLkQz1N6jPe092vNwj4fJLMzkZMZJFm3bztaoaLzdSrg2wpMiQyHFZcUUlRWZjim5eVzIzEJnl052cTZb4rawJW4Lr+x4hVvDb2VG5Azc9G5VD5p0RD16h5tnM8+A8o2Hkk9AWQnobOvfZyOWlFNEmUHBVqfB18UyL9rdixMAiDV4Y5dVSLCnBQL2xg1BW0CNc1OZFl/zl2kBNYtdp9WQU1hKUnYR/m72UJwPKSfUBubIOPcv/z1MOiwbhAohGoSdnR29evVi/fr1jBs3DgCDwcD69et56KGHrnjtypUrKSoq4o477qh2nNjYWNLS0ggIqMfeD0K0cD18e/Bwj4d5d9+7vL7rdbp6dyXcM9za0xJCCCEajATOhWjm3O3d6erVi31HsiguaM+LN/RmRCe/KtsaDArX/Hcj0WnZPDrKBUf30/x67lfOZ59n+bHlrDq7isd6PsaE9hMq35qZeFg9miPbHNTNKvWuUJQNqacu1lpupuLLy7QEuDmg1VomOKktD17HKj7YZuRbJnDegjLOL24M2jCBc72NjlBvJ84k53IyKUcNnKccVzcGdfQGFzMEh3zC1btICrMgOw7cWtW/TyGE+JdZs2YxZcoUevfuTd++fXn33XfJy8tj6tSpANx1110EBQUxf/78Ctd99tlnjBs3Di8vrwrnc3NzefHFF5kwYQL+/v6cPXuWp556inbt2jFy5EiLfV1CNEdTu0xlT9IetsRt4Yl/nuCbG7+p/s5UIYQQoomSzUGFaAFW7Y8nq6CE1p6ODOt4+VrWWq2GO/qFADb8ccCWmZEz+WXcL3x47Ye0dWtLVlEWL25/kWe3PEtBaUHFi02B8y7mmbRGczFYnnjEPH02YnEZ6vcz0N3ecoNmqnXGYxUf08akDc6UcR6rZjA3Y2eT1YzzhqhvbtS2vO9z5UF6ko6qR/8u5skOt9GDdwf1cQv4PRRCWMett97K22+/zdy5c+nevTsHDhxg7dq1pg1DY2JiSEhIqHDNyZMn2bJlC9OmTavUn06n49ChQ4wdO5YOHTowbdo0evXqxebNm6UUixD1pNVoeW3ga/g6+nI++zyv7HjF2lMSQgghGowEzoVoAb7drQZI77o6BF012cwTe7dCb6PleEI2xxKy0Wg0DG41mO/Hfs/jvR5Hp9Gx+txq7vz9TlILUi9eaO6Mc7gYOE86bL4+GynjxqCWqm8OmALncYo3FzLyLTOmaytAA6UFkJdabfOmzFjjvKEyzgFCvdW+z6eqQXpT4NzPTG9gXdpXC/g9FEJYz0MPPUR0dDRFRUXs3LmTfv36mZ7buHEjy5Ytq9A+PDwcRVEYMWJEpb4cHBxYt24dycnJFBcXc/78eRYvXmwKxAsh6sfD3oO3Br+FTqPj13O/8uu5X609JSGEEKJBSOBciGbubEouB2Oz0Gk1jO8RVG17d0c7U1b66oMXs7tstDbc0+Uelly3BE97T05mnGTaummkFaRBUQ5kRKkN/cwZODcG7I6ar89GyhQ493Cw3KDZcerYihfxmYWWGdPGDlzKN3vLirHMmFZQUmYgJk19M6JhA+fqGy3nKgXOzVjayL/l/B4KIYQQomZ6+vXk3sh7AXhlxyvE5sRaeUbCbIrzwGCw9iyEEKJRkMC5EM3cz/vV4Ojg9t54Odfs9uQbIwMB+PVQPMq/ymn08e/Dl6O+xM/Rj3NZ55j+x3TSL+xQn3QJBCevf3dXd8bs9RZQIsJYqiXIUqVaDAbIjgcgUfEkIctCpVqgRdQ5j0nPp9Sg4GSnw8+14coCGDPOo1Lz1NI3xk16fTuZb5AWVDJJCCGEEDU3I3IGPXx7kFeSx+zNsyk1lFp7Ss3Ov1+LNaiEg/D5DfBaoPqx/iUoLbbc+EII0QhJ4FyIZkxRFFYfUrPGx9Ug29xoWEdfHO10xGYUcCg2q9Lzwa7BfDbyM3wdfDmTeYbH971NCZivvrmRb4R6zEuGvDTz9t3IWLxUS34alBWjoCEJDxKyLJRxDpfUOW++gfOzyWqZljAf58ob6ZpRqLda4zwus4DC9FgoyACNFnw6mm8Q410k6Weh2EIlfYQQQgjR6NlobZg/aD7Ots4cTDnI4kOLrT2lZiE+s4Dpy3fTee5aer78J+/+dYrCkrKGHTTpGCy7EaK3qp+XFsDm/8LKKZJ9LoRo0SRwLkQzdiY5l6jUPOx0Wq6NqHldTwc7HUM6+ADw94nkKtuEuIaw5LolONs6s68gnje8PMxb3xzAzulidnLqKfP23YgoinIx49xSpVqy1dtpy5x8KcWG+MwCy2W0uLdWj8044/x8mlo6xRjYbijezna46G1QFEg7t1896dUObM1454KLHzj5gGKA5OPm61cIIYQQTV6QcxDPXfUcAJ8c+oT9yfutPKOm7XxqHje8v5m/jieTV1xGRn4J7/51mke+3k9pWQMFsIvz4OtboSgbgq+CRw/CxGWg08PJ32Hb+w0zrhBCNAESOBeiGfvjWBIA/dt54ay3qdW114Srdc43nqw6cA4Q5h7G64NeR6PAt64u/KgrqvtkL8e7g3pMPWn+vhuJzPwSCsqzSALcLFSqpbxMi9ZNvROhqNRARn6JZcZ2a1U+hzjLjGcFMelqZnaIV8PeQaDRaGhTHpzPiT2mnvQJN/9Apo16pVyLEEIIISoaHTaaG8NuxKAYmL1pNjnFOdaeUpNUUFzGfV/uJTO/hE4Brqx+aCDv3todOxstfxxLYsFfDZRItG0hZMaoCUu3fw0ebaDzeBj1hvr8xvmQnXDFLoQQormSwLkQzdif5YHzEZ1qnm1uNCRczTg/GJtFSs7lA+JDggbyYLaaXfvahbWcyzpXh5legTEImNJ8M86NZVq8nfXY2+osM2iWGrTWugXh7WwHqLeFWoRredmg8uB9cxSTrn4vgz0bvvSOMau9zPg7YnyzyZxMG/VK4FwIIYQQlT3b71mCnIOIz4vnlR2vWHs6TdJnW85xIjEHb2c9n0/tQ9dWbozrEcTbE7sBsHjTOc6l5Jp30Nxk2Pqe+njES+DoefG5XnerGeilhbDpLfOOK4QQTYQEzoVoptJyizgYmwnA8FqUaTHyc7Wnc6ArAJtPp1xhoLPMTE+jf2ExRYZint38rHk3BjJlnDffwHmspcu0gKlUC66tCHBTx7VYnXOXgPI5NN/A+YXyjPPWFgyc22eeVU94N0DGeQvaqFcIIYQQteds58zrg15Hp9Hxe9TvrD672tpTalIy8or55B81Aen5GyPwc714F+qYyACGhvtQUqbw+poT5h1473IoyYfAHmqW+aU0Grj2efXxvi8gJ8m8YwshRBMggXMhmqmtZ9NQFOjo71Jh4VUbg9qrWefbz15hY86kw2iAF7UBuNi5cCTtCJ8e/rRO41WpBZRqiTdtDGqhMi1wMWjtGmgqD5OQZeGM89wkKLNQeRgLKjMoxGZYPnDuVRitnvBub/5BTKVajoKlauELIYQQoknp7tude7vdC8CrO1/lQk7z3c/G3D7fdp6colI6BbgyJjKwwnMajYbnRkcA8OfxJKJS88wzaFkJ7FmqPr7qATVQ/m9tBkKrPmAogYMrzDOuEEI0IRI4F6KZ2nxKzRIfXL7JZ11cFabeqrf93BUC58lq1oO/bxee6fcMAJ8c/IST6WYKdBtLtWRegOJ88/TZyMSZAucWzDgvL9WCWxCB5ePGZ1oo49zRC3R2gAI5iZYZ04ISswspKVOw1Wnq/KZVbYR6O+FKLu6GDPVEQwTOvcNBawNFWZAVa/7+hRBCCNEszOg6gx6+PcgryWPO5jnmvRO1mSopM/DNrhgA7h/aFq22cgC7na8Lwzr6oiiwfNt58wx8ah3kxKubwHe66fLtek5Rj/u+AEMDbVAqhBCNlATOhWiGFEVh8+lUAAa2865zP33aeKLTaojNKDCVnqjEWELFJ5zRoaO5tvW1lCqlvLLjFQyKGRZWTt7g4AkokHa6/v01QnEZVgicGzfmdA2yfMa5Vtusy7XEpKm/K608HNFV8cLH3Np4O9FWo27YZHAJAL2L+QexsQPPMPVxM/09FEIIIUT92WhtmD9oPs62zhxMOciig4usPaVG769jSSTnFOHtrGdkZ//LtrtnQCgAK/dcoKC4rP4DH/lBPUbeCjb6y7frcjPYuUD6Obiwo/7jtjA7zqXx1PcHeXDFPn45GE+ZQe7eFKIpkcC5EM3QudQ8ErMLsbPR0jfUs/oLLsNJb0NkKzcAdkalV93IGDj3Dkej0TC772wcbBw4kHKAn8/8XOexKzBmnac2z4CdKePco+HLegBqpoipVEsQAeUB+wRLZZyXjwtcDOA3I8Y3mSyxMSiAm4Mt3RySAch3CWu4gYxlk5rxRr1CCCGEqL8g5yCev0qtjb340GI2xGyw8owat+/3qnfzTerdCjuby4doBrTzIsjdgbziMv4+kVy/QYvz4NRa9XGXm6/c1s4JIm5UHx+X2vW18ebaE9y2eAff7Ynlt0MJPPL1fmZ+sYfiUsncF6KpkMC5EM3Q7vIgd/dgd+xtdfXq66owLwB2VlWupawU0s6oj33UoJq/kz8PdHsAgHf2vkNmYWa9xgcuCdg1zzrnxhrngZaqcZ6fqtYp1GjBxZ/A8ozzeEtlnAO4lmec5yRYbkwLiTFtDGq5Owi62asvnlLsQxpuEGMJmGa8Ua8QQgghzOOGsBu4NfxWFBRmb57NmYwz1p5So5RdWGK6U3h8j6ArttVoNIzpptY//+VgPZNPTv+hbgrqHgKBPatvHzFGPR5fLfvd1NBXO6P5aONZACb2asUDQ9tib6tl/YlkZv9wyMqzE0LUlATOhWiG9kSrtY77tPGod1+9Wqt97IvJqPxkZjSUFYONA7i1Np3+T6f/0M69HZlFmXxw4IN6z6E5bxBaWFJGWl4xYMFSLcYa1c5+oLM1ZZwnZRdisNStg67lmx41x1It6ZbbGNSovU59A+I8V37BVS/exjs/JHAuhBBCiOo93fdp+vj3Ib80n4f/fpi0givsm9RC/XUsieIyA+18nWnvV325vbHlgfMNJ1PIKSyp+8An16jHTjdVvSnov7UdBrZOkHUB4vfXfdwW4kJ6Pi/+cgyAJ0eG89bEbjx1fUc+ubM3Oq2GH/fH8feJJCvPUghRExI4F6IZ2nNezTjv3abuZVqMeoaogfOzKXlk5hdXfNKYAe7dTq1bXc5Wa2vaKPT7U99zLvNc/SZhLNXSDEtEJGap5VEcbHW4OdhaZtBLyrQA+Lno0WqgpEwhNbfIMnNoxqVarBE4Dyq9AMDxEr+GG8T0BlbzLJkkhBBCCPOy1dry3yH/Jcg5iNjcWO79816yirKsPa1G5ffDiQDc0DWgRu0jAlwI9XaiuNTAlvJM9VozGODMevVxh5E1u8bWAdpdqz4+/Wfdxm1B3lh7guIyA/3bevHA0Lam80M6+DBtoFqrfu7PR6VkixBNgATOhWhmknMKOZ+Wj0YDPVvXP+Pc08mOUG8nAPZfyKz4pDED3JiJeok+/n0YGjyUMqWMBXsX1G8SxoBd+lm1PEwzklAeOA9ws0dTk2wPczBtDKpmrNjotPi6GMu1WKjOeTPOOLd0jXPKSnArVH+m+wt8G24c73bqMTcRCuVFrxBCCCGq52HvwaLhi/Cy9+JkxkkeXP8g+SX51p5Wo1BUWsbWM2rwe2TnmiU/aDQarglX13sbTtaxznniQbV0o50LtOpb8+uMgfOzf9dt3BbiRGI2vx5KQKOB50Z3qvQa79Fr2+Proic2o4BfDjbga6GSAji/BdLOSnkdIepBAudCNDN7z6slVcL9XMyWwdyjtTsA+6P/Va7FmAHuUzlwDjCr1yx0Gh0bYzeyK2FX3SfgFgy2jmpZmMzouvfTCCVmq3XF/d0sVN8cLgbO3VqZTgWU11dPyLRQnXNTxnnzCpznFpWaSu9YLHCeHoVWKSVP0XMgswHHtHcDZ3/1carUKRVCCCFEzbRxa8MnIz7B1c6VgykHmbZuGqkFdcyWbkb2ns+goKQMHxc9nQJca3zdsI7GwHlK3cosnv5LPYYNARu7ml8Xdo16jN0Nhdm1H7eFWL7tPACjuvjTKbDyz9VJb8M95VnnizedbZhSmfv+B293gGWjYWFPWD4GcqQ0jBB1IYFzIZoZY33z3maob25kzFy/fMZ5hyqvC3ULZWKHiQC8vedtDEodb0XTasGrPNu1mW0QmpillkaxaOA8q2LGOUCgm1rn3GIZ5y6XbA5qaD63KBqzzT0cbXG1t1DpnfKa42eVQFJyiykoLmu4sWSDUCGEEELUQbhnOJ+M+AR3vTtH0o7wn9/+w+kM85Z/MygGLmRfYHfibv6O+Zu1UWvZGreV2JxYlEaYcfvPqRQABrf3qdWdp31CPXC005GSU8SxhDoEsM9tVI9th9XuOo8Q8GwLShmc31z7cVuAzPxiftqvvta6u3/oZdtN7tcaZ70Np5Jy2X7OzLX/d34CvzwERdng5AtaW/Xn9elwyE8371hCtAA21p6AEMK8jPXN+5ihvrlRZCs3AI7GZ6MoirqwU5RqM84B7u9+P7+e+5Xj6cf59dyvjG07tm6T8GoLiYcgvZ710huZxKzyjHNXK2Scu17cSDLAzcIZ585+oNGCoRTyUsClAWtzW5A16psbg9gxGvXnGZuRX6PNperEu4O68JbAuRBCCCFqqYt3F7664SseWP8A0dnR3P7b7TzQ/QHu6nQXNtrahyYUReFE+gm2xm9le/x2jqUdI7ckt8q23g7eDA0eyoT2E+ji3aW+X4pZGAPnQ8J9anWd3kbH1WFerD+RzLazqXQJcqv5xaVFasY4QOjgWo0LQNtr1PKZ5/6BjqNrf30z98vBeApLDHT0d6HPFRLZXO1tual7IF/tjOGHfbEMaOdtngkkHoZ1z6qPB86CYc+rr5+/mgAZ52HVA3D71zXbEFYIAUjGuRDNSn5xKUfi1awDc2wMatTBzwWdVkN6XjGJ2eUZyTkJUJwDGp2aeXAZnvaeTO86HYD3971PYWkdM5o9yt+xz4iq2/WN1KU1zi2mqsC5u0OF+TQ4nc3Fsh/NaINQi9c3B0hTy6ZkOIQAF4P3DcK0QagEzoUQQghRe61dW/PlqC/pH9iforIiFuxdwO2/3c7GCxspM1R/11xmYSZro9by3JbnGLZyGJN+ncR7+95jV+IucktysdPa0ca1DZHekfT2600793bYam1JLUjl+1Pfc/tvt3Pvn/dyJsO6ZefScos4kZgDwIC2XrW+/urya3acq2UGcdw+KCsCJ5+Ld/TWRsgA9RizvfbXtgCry2uW39KrVbV3EdzcU30ttvZIInlFZtjHS1Hg54fAUAIdb4Rr56p3bnu3g0n/A50eTq2BE7/WfywhWhDJOBeiGTkQk0mZQSHQzZ6g8kCoOdjb6mjv68yJxByOxGUT4OZwsWSKZ2i1tfHu6HQH3578loS8BFacWME9Xe6p/SQ8w9RjevMKnBvfiPB3M9/P64oMBshOUB+7XQycB7oZNwe1UMY5qKVicuLVOudBPS03bgOySsZ5+e9EkWsbyGzowLmUahFCCCFE/bjbu7No+CJ+Pvszb+5+kxPpJ3j474fxdfRlSKshdPDoQIBTAPY29uSW5JJWkMapjFMcTT3KsfRjFco/Otg40M+/HwODBtLdtzth7mHYaiuWyysuK2Zv0l5+OfsLa6PWsi1+GxNXT+TxXo9zZ6c7a1UmxVx2l+9L1cHPGS9nfa2vvypMDZzvjkqntMyAja6GOZHRW9RjSP+6ZR23vko9Jh1R65zb17w2e3OXkFXA7vMZaDRwY2Rgte17tvYgxMuR6LR8/jyWxLgeQdVec0Un10DCAbBzhhsXVPz5BkTCgEdg01vw9ysQfgNodfUbT4gWQgLnQjQje8vrm/cyY7a5UadAV04k5nA0PosRnfwuBs68L1+mxUiv0/NQj4d4dsuzfHr4Uya0n4Cbvha3FIIaoIdmV6rF4hnn+alqFgIatVxKOWPGeaKlMs5BDZzH0aw2CI2xRsZ5+V0YOu8wiIEL6Q345oexLFP6OSgrAZ2F6rgLIYQQolnRaDSMazeOQUGDWH5sOd+f+p7k/GRWnlpZ7bXtPdozIHAAA4IG0NO3J3a6Kyfx2OnsuDrwaq4OvJoHuj/Am7vfZOOFjby15y0OpBzg5QEv42TrZKavrGZ2RamZ4n1D6/a6LSLAFVd7G7ILSzmWkE1kK/eaXRi9TT2GDKzTuLgGgnsIZEZD7C5oN7xu/TRDvx1Sk5P6tPGs0f5VGo2GMZGBfLDhDH8cS6xf4FxR4J831Md9Z4Kzb+U2Vz8Eu5ZAygk49jN0ubnu4wnRgkipFiGakUNxWQB0a1XLoHQNdA68WOccuJhx7lP1xqD/Njp0NO092pNTnMOnhz+t/QSMpVqyLkCZGW5lawRKygyk5lp4c9Cc8mxzZ98KQU8/VzXTJSWnqGF2dq+KsVRMMyrVEpehBq2DPSwUOC8pMP1MHf3U220bNOPcJRBsndTa9BnnG24cIYQQQjQtGefhyA9q7esalFwx8nLwYlavWWyYtIEPhn3AlE5TGBY8jAjPCNq6tSXSJ5JBQYO4p8s9vDHoDf665S9+HPsj/9f7/7gq4Kpqg+b/FuwSzPvXvM8z/Z7BRmvDn9F/cs+6e8gqyqrlF1w/O6PUDSH7hda+TAuATqsxBd131rRci8EAsXvUx8bM8boI6a8eY3bUvY9m6O8TyQBc39m/xtcM76QmMv1zMoWi0pr/3lQSu1vNNrdxgKsfrLqNg7saVAfY/VndxxKihZGMcyGakSPlgfOutdkgpoY6B6q34R0zBs7TTqtH75oFznVaHY/1fIwH1z/IiuMrmNxxMgHOATWfgEuAWpetrEgNnntefpfypiI5pwhFATudFk/H2i3668xYpsWl4vfex1mPRgOlBoW0vGJ8XGp/y2ituZbPwRjMb+IURSG+fHPVQHcLvRGSEa0e9a74+QUAcaY66w3CWCcx4aB614mxdIsQQgghWiaDAf54FnZ+Akp54C+gO0z4tFbrBL1Oz5DgIQwJHtIw87yERqPh9o6308mrE4/8/QjH0o4x448ZLLluSe3viq2D7MISjiWor6nqmnEO0CvEk7+OJ7MvJqNmF6SegqJssHUE3051HpfgfnDwawmcXyKnsITd59U3MIZ1rCLb+zIig9zwddGTnFPE9rNpDA2v+bUV7PtCPXYeD05X2Gi01xTY/LZasifl5MW7SYUQlyUZ50I0E6m5RSRkFaLRQOcGCJx3Kg+cx2UWkJFXDGnlJVNqsanMoKBB9PHvQ7GhmA8PfFi7CWi14NFGfdxMNghNLK8n7uuqR6u1UG3FnKoD5zY6Ld7l9RWTsi1UrsWUcd48SrVkF5SSV6y+YAw04x4DV2T8XfBoQ2sv9RbjCxn5KEoD3jXgJXXOhRBCCIFaHmLNk7DjIzVoHtAd9K5q5uv/xkNOkrVneEXdfLrx2XWf4WnvyfH048z4YwZ5JXkNPu7BC5koCgR7OuDnWvdki56t3QHYH5NZswviyrPNA3uArh45lK36qMf4A+obJ4KtZ9IoKVMI9XaijXfNy/5otRpT1rkxY73WinLh6E/q4553XrmtWyvoMEp9vP9/dRtPiBZGAudCNBOHy7PNQ72dcNab/2YSV3tb04aHJy4kQ3as+oRx084a0Gg0PN7zcQB+OfsLpzJqGXhrZhuEWry+OUBOonp0qXwLobFcS3KOpQLn5ZvmNJNSLXHl2eZeTnbY21posx1juRSPNgR5OKDRQH5xGWl5xQ03pldb9dhMfg+FEEIIUUfHVsHuTwEN3Pwp3PsPPLRbTazJugA/TleD641YO492LB251BQ8n71pNmW1KDVTFwfKA93dgz3q1U/XVm7otBoSswtNdz1ekbFMS1Cveo2LT0e1JEhxzsW7kFu4jSfVoPfQcJ9aXzukg3rNljOpdRv81FoozlVfK7e+uvr23W5Tj0dXNfrfTyEaAwmcC9FMHIltuDItRsZyLbHnjqkn9G7gWLu6fF19ujIiZAQKCu/te692E2hmG4QaN+L0d7NQdjJcNuMcwL884yUxq8gyczHOITu+WSza4kxlWiz48zQGrz1D0dvoTD/DBq1z7tG8fg+FEEIIUQeF2bBmtvp48BMQOVF97OIPk78DG3uI2gTHf7HeHGuorXtbFg5biJ3Wjo2xG1mwd0GDjnfgQiYA3YPd69WPo50NEQEuADUr12IMnLfqXa9x0dlAYHf1cdy++vXVTGw/p9asH9y+9oHzq8K80GrgXEoeCVk1eAPk34y/Y53GgaYGdzG3HwF2zuqbW3F7az+eEC2MBM6FaCYON2B9cyNj4Dwr7oR6wjO0Zn+c/+WRHo+g0+jYFLuJ3Ym7a36hMWDXTDYlTGxkGee+5UFXi5VqMQbOSwuh0LIbMjUEY6ZPkCUD56ZSLervRnD5XSENWufceOdHM/k9FEIIIUQd7FoMuYnqumDQExWf82oLAx5VH/85t1abhVpLpE8krw58FYDlx5az+uzqBhlHURRT4LxHeamV+ujZWs1ar7ZcS0kBJJcnPwXVM3AOENhTPUrglfjMAqLT8tFpNfRuU/u7CNwcbOnayh1QS77USkkBnP5TfRwxpmbX2DpAeHm5FmOJFyHEZUngXIhmwrgxaJcGDZyrfZelGuubt61TP23c2nBLh1sAeHfvuzWvx2zKOG8eJSISygPU/vWobVhrV8g493NR52GxUi229mDvXj6vRMuM2YDirZFxfkmpFsBUTskigfOsWCix0P8rQgghhGg8ivNhx8fq46Fz1DXdvw14FBw81bXKid8sOr26uj70eu7rdh8AL+94mXOZ5r+7LjajgLS8Ymx1GjoFuNa7v8jygOvh2GqSUJKPq3XoHb0ulkusjyAJnBvtKM827xLkhou9bZ36GNhOvYt7a23LtZz9G0rywS1YrV1fUxFj1eOptbUbT4gWSALnQjQDablFxJdnLxuzwhtC5yC1b5f8aPWEZ90C5wD3dbsPBxsHDqUe4q+Yv2p2kSnjPKpZlPZobBnn/m5qjXPjvCzCGMDPbfqB84ulWiz08zQYIMP4u1iece6hBs4btFSLkzfYuQAKZEY33DhCCCGEaJwOfQP5qeDeGjrfXHUbOyfofY/62BhkbwLui7yPfv79KCgt4P/++T8KSutQOuMKDpUHuCMCXM2yJ47xbuOj8VkYDFd4fZR0RD36d63THcOVGIO0ycegrLT+/TVhxsD5VWGede7j6jBvAHZFpdfuwjPlr6M7XF+7n2vYUNDaQNoZKb8oRDUkcC5EM2As0xLm7VTnd7lrwtfFHk8nO9pQHuSsxcag/+bt4M1dne4C4P1971NiKKn+IvfWoNGq76rnJtV57MbCGKD2s1TgvKwE8lLUx1VknF8s1WKhGucALuou8s0p49xipVpyEqCsSF30urYCoLWXOvaFdPO+yKtAo2l2+w0IIYQQohb2/U899r1XrXd9OX2mq+uUmG2QfMIyc6snnVbH64Nfx8veizOZZ3hr91tm7f9Ygvq6zVzJTm19nLC31ZJXXEZUWt7lGyYeVo9+XcwyLh6hYOuollxs4etBY7D7qtDa7f11qR6t3dFpNcRlFtRso1ejsxvUY7trazegvevFjURP1zCJTYgWSgLnQjQDlijTYtTOx5k22vIgZx1LtRjd3fluPPQenM8+z0+na1BfzcYO3NQAYVMv12IwKKZa4hbLOM9NAhTQ2la5qauxZIzFSrXAxQC+sYRME2bMOA/ysFDg3Fjf3C3Y9KLVWKqlQTPO4eKbZi38hZIQQgjR4iQfh/h9akA88tYrt3UNgHYj1MeHv2v4uZmJt4M3rw9+HYCVp1ayOXaz2fo+npADqBnn5mCj05r6Mr4mrFLiJRnn5qDVgm8n9bExm70FSsst4nyauu421puvCye9jal0z57oGmz0Cuo6PCNK/V1sM7D2g7Ybrh5P/1H7a4VoQSRwLkQzcNgUOG+4Mi1GHX1sCdSU30JWj1ItAM52ztzb7V4APjrwEbnFudVfdGm5liYsNa+IUoOCVgM+znrLDHppmRZt5X/+/coD56m5xRSXGiwzJ2djxnnTvoOguNRAco6aqW+xGufGN4+M2d9cLNWSkFVASVkD/gwlcC6EEEK0TAe/Vo/tR4KzT/XtIyeqx8Mrm1SpxasCruKOiDsAmLdtHllF5tnI/lh8NoBZ6psbGcu1XDZwriiQdFR9bK6McwC/zurR2HcLZNyUtZ2vM26O9bvz27ix6N7zNSzXYsw2D74K9C61H9AYOI/ept6ZLISokgTOhWgGjiWoC7AugQ2fcd7DWX0HPF/rBI51r+NmNKnDJFq7tCatMI1FBxdVf0Ez2SDUWKbF18UeG52F/ik2bQxaub45gIejLXblc0nJtVC5lmaScZ6UXYiigJ2NFi8nO8sM+q+NQQG8nfXY6bQYlAauVS+BcyGEEKLlURQ49rP6OHJSza7pMArsnCEzBmJ3N9zcGsCjPR8l1C2UlIIUXt3xar37S88rJrH8jtOOZgycG18DHonLrrpBZgwUZal3nXp3MNu4piB8Cw6c74tRXxv3bO1e7756h6ivrXedr2HGedQm9Rg2tG4D+nZSN/AtyYP4/XXro4XKyi9p2CQl0ag0ucD5hx9+SJs2bbC3t6dfv37s2rXrsm2XLVuGRqOp8GFvX7EkgqIozJ07l4CAABwcHBg+fDinT59u6C9DCLPJLSo11TM25wLscsJtkwGIIcAsG8vY6mx5uu/TAHx1/CvOZp698gUezaO2coKl65vDFTcGBdBoNPi6WniDUONcmnjN+rhL6ptrzLHhUk0Y77rwuJhxrtVqTJuTxtWmPmJtSeBcCCGEaHmSjqpv3NvYQ/sRNbvGzhE6jFQfn1zTYFNrCPY29rw28DV0Gh1rzq9hbdTaevV3vDzZKcTLEWf9FWrD15KxVMuJxGyUqrL6jaVUfDuqpS/NxZRx3nJLtRgzznvUo0yLUa8QtY9TSTnkF1ez4aqiQMx29XFI/7oNqNVCmwHq4/PmK0fUXCmKwne7L9Dvtb/o9tIf9Hn1L177/ThFpWXWnppoYE0qcP7tt98ya9Ys5s2bx759++jWrRsjR44kOTn5ste4urqSkJBg+oiOjq7w/Jtvvsn777/PokWL2LlzJ05OTowcOZLCQgvW+BWiHk4mqnXyfF30eFog07WVogZfT5f4mK2cx+BWgxkaPJRSpZT5O+dXveAz8ghRj1kXzDK2tSSXZ5v4u1qoTAtcknFeeWNQI2O5FuP8GpwxcN7EM87jMtQgtTFobRHGjPNLSrXAxRrrxjk1COOYmRfk1k4hhBCipTjxq3psOwzsnGp+XYdR6vFU/QLP1tDFuwszImcA8MrOV0jJT6lzX8bAeYS/eZOd2vk6o9FARn4JqbnFlRsY65v7mam+uZFfeY3zrAtQkGnevpuAMoPCwdhMoH71zY383ezxc9VTZlA4Gn+ZuweM0s+piUc6OwjqVfdB2wxSj+e31L2PFkBRFF5cfYynfjhEUrZ6Z3ZmfgmLN53jjk93Vv9Gh2jSmlTg/J133mHGjBlMnTqVTp06sWjRIhwdHVm6dOllr9FoNPj7+5s+/Pz8TM8pisK7777Lc889x0033URkZCRffPEF8fHxrFq1ygJfkRD1Zwych/vXoa5ZHbjkqW8+nVP8OX+lndtr6ak+T2GntWNn4k5+j/r98g3dW6vHzBizjW0Nxj+4xkC1RVSTcQ7gVx7IT7J44DyxSdW9/Lf4SzLOLaaKUi2XzqFBM86d/cHGAZSyJv+7KIQQQogaOvGbeuw4unbXtbsWNDpIPgYZ0dW3b2RmRs4kwjOCrKIsXtz+4pWTfK7AVN880LyBcwc7HSHlG8SfSsqp3CDpsHr0N2N9cwAHD3WTelB/ti3M2ZRc8ovLcLTT0c7X2Sx9RrZyB+DghcwrN4zeph6DeoFtPV5PGjcVjdkhyTBXsHzbeZZtOw/A09d35MiLI1l0R09c7G3YfT6DZ348XOd/F0Tj12QC58XFxezdu5fhw4ebzmm1WoYPH8727dsve11ubi4hISEEBwdz0003cfToxfpbUVFRJCYmVujTzc2Nfv36XbHPoqIisrOzK3wIYS0nEsszFyxQpgVAU16a4bzBn9NJNdjMs4aCXYJN2Rzzd80ntSC16oZu5YHznEQotVAd7gaQnGOscW7BjPPsePVYg4zzxGwLfW+dywPnpYVQaJ5Nl6whPsuYcW6hwHlxHuSnqY+NbyaVC3JXXzg1aMa5Vtts9hsQQgghRA3kpkDiIfVx++tqd62jJ7S+Sn18+g/zzssCbLW2vDrwVWy1tvwT+w8/n/25Tv0Y96VqiNdtxiQqY1JVBYnlgXNzbgxq1II3CD0cq7526Rzoik5rnlKN3YPdATgYW83rImPgvK5lWox8IsDeDUryW3TJnSu5kJ7P62tPAPDMDR25f2hbnPU2XN8lgE/v6o1Oq2HVgXhWH2rad1CLy2sygfPU1FTKysoqZIwD+Pn5kZiYWOU14eHhLF26lJ9//pkvv/wSg8FA//79iY2NBTBdV5s+AebPn4+bm5vpIzg4uD5fmhD1csKYce5nmYxzY03jaMWPM8nmC5wDTOs6jY6eHckqyuLVHa9W/a6tk7ea6YoCWbFmHd+SjBnnvo0u49zCpVps7cHeXX2cc/l/dxu7uEz1+2WxwHlmeakivZu62L2EqVRLQ2acg9Q5F0IIIRqZfTEZvPzrMZ756TA/7I2lzGDGDMhzG9Wjf1dw9q399W2Hqceof8w2JUtq79GeB7o/AMAbu94gMa9269ai0jLTa6eIAPO/bjO+FqwUOC/MvniXor+ZS7VAi65zfjhODW53CXKrpmXNdatpxnls+V5/wVfVb0CtFlr1UR9faFqb91rKS78eo7DEwFVhnswYFFbhuX5hXjx0TTsA3lhzgsISqXfeHDWZwHldXH311dx11110796dIUOG8OOPP+Lj48Mnn3xSr37nzJlDVlaW6ePChaZda1k0XYqiWLZUS0kBZMcBcF7x53RyFRkN9WCrteXlAS9jo7Hhr5i/WHu+ijqIGg24l79Z1YTrnCfnlAfOLZlxXqMa5+WlWnIsuM+DcT65TThwnpEPWLBUi7E8invlN24tUqoFLsk4l8C5EEIIYU1lBoX5vx/n5o+28dmWKFbsjOH/Vh5kwsfbTHc51tvZv9WjMQBeW6FD1GPUZjCYZ58kS7u7891EekeSW5LL3K1za1Wa4UxyLqUGBVd7mwZZL3YwZpz/u1SLsYSKS6Ca+W9uLTjj/Eh54LyrGQPnXVupfcWk55OZX0W9eoCCDEg7oz6uT31zo1Z91aMxGC9MjsRl8eexJLQaePmmLmg0le8suG9IWwLc7InLLOB/25teKSpRvSYTOPf29kan05GUlFThfFJSEv7+l8+evJStrS09evTgzBn1HxnjdbXtU6/X4+rqWuFDCGtIzC4kq6AEnVZjtrpqV1QerCu1cSIdF7NnnAN09OxoKtny0vaXiM6u4o+PsZZeZhMOnGcbS7VYKOO8pAAKM9XHNSnVkmXJwHn5XT9NNONcURTiLZ1xnlUeOHerHDhvdUnGucGcmWb/Zso4P9twYwghhBCiWm+sPcEnm9Q3ssd2C+TeIWG46G04cCGTe5btJreonhvXKQqc26A+rmvgPLAH2Lmo61Fjze0mxkZrwysDX0Gv07M9YTsrT62s8bXG+uYRAa5VBt/qq2N54Px0Uk7F9V/ycfVoDHCbm7H8S9KxJvuGSF1cuoGnOQPnbg62BHuqa3ljaZ9K4vaqR49QcPKq/6DBxozznfXvq5n5+B/1dc6NkYG0v8wd/g52Oh4b3h6Az7dGUVJm5t8DRYEjP8KK2+Dz0bDuWci7TFlb0SCaTODczs6OXr16sX79etM5g8HA+vXrufrqq2vUR1lZGYcPHyYgQA0ahYaG4u/vX6HP7Oxsdu7cWeM+hbAmY5mWUG8n7G11DT9g+WY+BvcQQMO51DxKzf2HAZgROYOevj3JLcll1sZZFJT+K3O2iW8QWlJmIC1PzSAwZng3OGNQ2sahUmmPS10s1WLB+vHGQH5O06wLl1VQQkH5bXkBbhZ6I8T4plEVGef+bvZoNVBcaiA1rwF/jsZNSZvgJl9CCCFEc7HuaCKLy4Pmb0/sxvu392DOqAhWPzwQLyc7jsRl8+pvx+s3SPo5dZ2m09e9NITO5mI95nNNs1wLQKhbKI/2fBSAt/e8zYWcmiXyHE9QX7eZe2NQoxAvJ+x0WvKKyyredZh6Wj36hDfIuHi2Vf+/KMmDjJaz701Uai4FJWU42OoI8zFvAluEv/r/iPH/mUpiywPnrXqbZ8Cg3oBGfW2dk1Rt85YiIauANYfV16f3D217xbbjegTh7awnPquQNUfMmAxWWgQ/3QvfT4VTayB6C2z/ABb2gtg95htHXFGTCZwDzJo1iyVLlrB8+XKOHz/O/fffT15eHlOnTgXgrrvuYs7/s3fe4W1V9/9/aXrvvWI7e5FBQsJeSSDsWUahjFJo4Utbmpay+mOPUGahlFlWSyGFsjcEEkZCgAyyd7z33pY1fn8cHclJvGTfeyQ79/U8ea5iS/dcW7J0zvu8P+/PTTf57n/nnXfy6aefsnv3btasWcPFF19MYWEhv/rVrwAwmUxcd9113H333bz77rts2LCBSy65hMzMTM4888xg/IgGBgGhNKYFfPl4tqQ8wm1mHE43xTo0ILSZbTxwzAMkhSexvX47d393996lkMM8qqXaG9NiNZtIiLSrGbR7vnkfLhcpnDd3OmkdqjtpoERLx/nwnKiVe935iVF2NRtY4H/t9+A4t1nMvudR1wah8bni2FAknBAGBgYGBgYGSml3uLj9XRGRceVR+Zw7K9v3vbzkKP7+84MBePX7IlYX1g1+oMJvxTF7tuhPM1jyjxLHopWDP0cIcNGki5iVNot2Zzt/+eYvON39z5llxKVefalsFjOjU6IA2N49rqVmmzgmj9NlXCxWSBnvHWu7PmOEIFLUnpAeo1ljUMnEDCmc9+Y49wqmWRoJ5+GxkDJR3C5fp805RwBv/FiC2wOHjk7st6FvmNXCLw4Va6N/axnX8uH1sH4JmCxw5CI48ylIO0hU7vz7HKjept1YBr0yrITz888/nwcffJBbb72VGTNmsG7dOj7++GNfc8+ioiLKy/2Oxfr6eq688komTZrEySefTFNTEytWrGDy5Mm++/z5z3/mt7/9LVdddRWHHHIILS0tfPzxx4SHK2zYZ2AwSKRwPkmVcN4gPgRMCfmM8e6s79g3R08jUiNTeeCYBzCbzLy7610eWfOIXzzvLtgNQ7rnm5s1nmj1ygDyzQGiw6xEh1kBqFTVIHSYO85lrE26ykavfTjOQVHOeVwOYAJnO7RU6TeOgYGBgYGBQY8889Vuyhs7yIqP4I8n7O8oPmxMEj/ziumLP9o6+IEKvMK5dIwPFulWL141rDfdzSYzdx1xF5HWSNZUreGZ9c/0+5hd3ohLPeM1J/SUcy7F7OTxuo1LkleUl+72AwC5OTFRh3X4ZG/z2K0VPQjnHg+UrRW3tXKcA2RME8fyn7Q75zDG7fbw39VivXXe7J7XW/ty/iE5mEzwfUEdRbVtQ7+IDW/AmpcAE1zwH5h/G8y4EK74BHLmCvH8rd+AS5HZ7QBmWAnnANdeey2FhYV0dnayatUq5s6d6/vesmXLePHFF33/f+SRR3z3raio4IMPPmDmzJl7nc9kMnHnnXdSUVFBR0cHn3/+OePH6/ihYmCgIXIXekK6opx92ZE9IdcnnO+padVtuEPSD+HWQ28F4IWNL/DchufEN4Z5xrkUpFNUCq0+x3lav3eVDUulM153Yrw9JVqGp+O8wvt8pquKaYFujvNRPX5bZq3r6ji32iE2S9xuOHDjWr7ZUcNlL3zPofcu5fiHlvHwp9to6ugK9mUZGBgYGIxwWjqdPPeNiGi56eSJvVa9/enECdgtZn4oqOf7PYN0nReuEMehCucZ00SsR1st1A7vHik5MTncephYpzy9/ml+qPih1/u2djop8xotxmgc69Edn3DuNVfhaPOvl/QUzpMPPMe5jEwdr0MFgXQ3b69s2T8WtaUSWqvBZNY2tz5jujgawjkAPxbWU1zXTkyYlZOm9m08k6THhXPk2GQA/remZGgX0NkisswBjr4eJiz0f88eBT97ScSvlq2B758e2lgG/TLshHMDAwNBl8vNrmrhXNBjp7tHpDgWn0tesigFLKjVTzgHOGf8Ofxp9p8AeGztYzyy+hFccV6xrql0WO6wSsd5WoyifHPwi9LR/TdTTpbCeYti4XyYOs5lVIsy4dzp8G+E9OY4T1DgOAdI8FZ/HIA55x6Ph4c/3cbF/1zFsm3VVDR1sLu6lce+2Mlpj3+zd5m0gYGBgYGBxrz2fRHNHU5Gp0Rxch/CTlpsOOd4XedPLR+EWN1YIpqSmyyQPWewlyuwhkGWiI+h+LuhnSsEOGX0KZw59kzcHjc3fnUjNe09N+zbXS3WS0lRdhKi9ItplDEwPuG8bhfggYgEiNSgiWRvyBiY2p36jRFiyN+xHuvwnIRIouwWHE43u/c1qVV4G+smjQNbhHaD+oTz9dqdcxjzoTfb/IQp6UTYBx7Fec7B4r327XWle0fNBsrKv0NLhegpdfSf9v9+bAYsuEvc/upB6DTWHXpiCOcGBsOUgppWulweouwWshM0/NDsDY/HL44l5JGfHAno6ziXXDrlUq6dcS0Az298nt/9cC/N1jDwuKC5TPfxtabK61BOVdUYFPxRGtGp/d41xSucK2sQ6hPOK4dl2W6l6qiWphLAA9ZwiErp8S5ZKhzn0C02qUDfcUKQJ5fv4rEvxALx53NH8dY1h/O3C2aQFR9BYW0bv/jnKsr03rgwMDAwMDggcbk9vPBtAQBXHjW63+i/q44eDcCX26oC/2wq/l4c06dCmAZu6Ryv+F68aujnCgFumnMTo+NGU9VexR++/AMOl2O/+0izk55uc/C7n3dXt9LlcneLaZnQZ4+jISOF8wPEcd7mcFJUJ6I49Og1Zjabes85r/AK2+kHaTuoPF9jEbQNoR/CCMDt9vCxt8HnyQf1bzrrzoLJaditZgpr23xVCQHT2QLf/UPcnneb2HDsiRkXiea87XXwff9xUQaDxxDODQyGKTtkTl5aDCY9J0KS9nro9H5wx48iN0k4zgu1yO8aAL+e/mvuP+p+wixhfFX6NadlpfFOdBRuGR8zjJCCdFqMwmgPn+M8gKgWVY5z6YJ3tkNHo5oxNaRcdVSLLLmNy+51EWQ4zvVlxa4aHvhENOO57bTJ3HvWQcwclcAZM7J4/7dHMj4tmsqmTn7z79X7l9gaGBgYGBgMkRW7aihtaCc23MpZM7P6vX9+chSHjk7E44E3VgcYIVDibUSYfcggrrQHcubufd5hTqQtkr8d9zdi7DGsq17HXd/dtZ/TdKd33TZGx3xzEMaJSLsFh8sthN1qKZzr1BhUkjRWHNtqDwjRdXuleD6To8NIitbHCDXJm3O+eT/hfKM4ai2ch8dBothgO9DjWtaVNFDR1EF0mJUjxyUH9NioMCtHex/zyaaKwV3AT6+KNXHiaJh8Zu/3s1jhmBvE7e+eElXJBrpgCOcGBsMUOQEbq7NzwYeMaYlKBXsk+V7hvLyxg3aHS8klnDz6ZF5a+BK5sbnUmuEvKUn87Ps7+Pfmf1PXMXwmaZXNwXSc9y+cp6jOOLeFQ3i8uN08yAlGEKloFOJ0hirh3Jdv3nujmmzljvMDRzjvdLr4y1sb8Xjg/Nk5XH5E/l7fT4iy88Llc4gNt7K+pJGnv9odpCs1MDAwMBip/PdHIX6fMSOr12zzfTn/kBzvY4sDixAo8WZ3DzWmRZIxQxyrt0HXyKjMyovL48GjH8RsMvP2zrd5ev3emcN+x3mUrtdhNpvIl3GaNa1qGoOCyFyOFREVB0KD0G3epp16xqVO8jnO93Ety6gWrYVzgHRvg9CKAzuuZekWYTg7dkIKYdaBx7RITpwiTGGfbBpE/y6PB757Utw+9Bow9yPZTj1bmNBaq2Dr+4GPZzAgrMG+AAMDg8EhHefj0hQJ590ag4IQh+IibDS2d1FY18pERQ1KpyRP4a3T3+Jfb5zD02272N5Rxf0/3M/9P9xPXmwekxInkR6VTnx4PNG2aOwWO2GWMN8/+f/0qHRSI/uPLdED6ThPVdkc1Oc4H0BUS7Ri4RwgJkN0Bm8uh9SJ6sbVgArVUS3Scd5Lvjn4HefNnU4a27uIi7Dpcy0HoOP8xW8L2F3TSnJ0GLecOqnH+2TFR3DbaVP44+s/8belOzhrZpavYauBgYGBgcFQaOro8jkZz5vd+1xgX06amsEtb22kpL6dn0oamZET3/+DnJ1+92n27EFcbQ/EZkJkMrTVQOVmyJ6lzXmDzOFZh/PnQ/7M4u8X88S6JwizhHH51MuBboYnDR3nDpeDXQ27KGkpobylHLfHTXx4PImJDigPY3d1K/OkiK23cA6QPFbECdbugFFz9R8viOjZGFQyqaeoFkerP0deD+E8YzpsfvuAd5wv21YNwPETB6cVzJ+UhtkknruyhvbA1gDFq0RvAns0TL+w//tbbHDwJfDVX+HH54WQbqA5hnBuYDBMUe4475ZvLslLiuSnkkYKatqUCecANouNX6YfyTnLv+bDicfyTmQYm2o3UdBUQEFTwYDPkxyRzLTkaczLnceC3AVEWNUIW1XSca6qOajLKbqvQ0CO8yqVwnl0KlRv8V/nMKHN4aSpQzSoVRbV4nOcj+r1LpF2KwmRNurbuiitb9dPOJeO88YS8TqzjOxpRZvD6XOQ37BwArHhvf9ezz44iyU/FvP9njoe/Xw7fz13uqrLNDAwMDAYwSzdUonD6WZMShRTswY+/w63WThuYiofrC/no43lAxPOKzaCqxMiEv0xDkPFZILMGbDzcyhfN2KEc4CLJl1Ea1crj699nIdXP4wHD7+YeCkFtaIn1FAzzpsdzXy05yOWlyznh4ofaHf27NiPHm/nf8WzmNO8h+mgf1QLCHF+97IDIudcNoDX03E+MT0Gk0kYmWpaOkmODhMbTXjEem4AZqiA8TUIPXCF86rmDjaVic2Ko8b13EuqPxKi7MzIiWdNUQNfba/mgjm9r9n2Y91/xHHyGQPvKTHrUvjqASj4GhqKID6A8QwGxMhe4RoYjFBcbo+v5E+Z41xGMUihDMhLjhLCea3+DUL3Iy6HOLebC9udXHjeW9R11LG5djPb6rZR21FLQ0cDbc42Ol2dOFwOOl2dvn8dzg4q2yqpaa/hi+Iv+KL4C/76w1+5bMplXDzpYsKt+gmgXS43ta0ifyxNlUO5rQbwgMkMUf3ntKV6s9eVOs6loN8yiJK2ICLd5lF2CzF9iKia0lAkjn04zkG4zuvbuihtaGdypk4bWzEZYLGDywFNpX4H+gjl1e+LqWt1MCoxst9MWZPJxI0nTeTsf6zgjdUlXH3sWF/5tIGBgYGBwWD5cINwm59yUEbAfY5OnpohhPMNFdy4cGL/jy9bI45ZB2vbXDJjul84H2FcNe0qutxdPPXTUzyy+hHWVWyly3044bYwX/P2QPB4PPxU/RNvbH+DTwo+ocPV4fteXFgcubG5ZEZlYjFbqO+o56fKTbTSSKlzJRenJXJsWyQ3Wm30n4Q/RJJkg9Cdeo8UdLZ5Hed6NAaVRNqt5CVFsaemlS3lTULErdQxpgX8wnntTuhshjD9fr5Q5avtNQAclBXnM5MNhqPHpwjhfEcAwnlXB2x6W9weiNtcEpcNeUcK4Xzj/+DIPwR8vQZ9YwjnBgbDkJL6NhxON3armeyESDWD+hzn3YTzpG4ZeqqRO6ne2IrE8ESOzDqSI7OOHNDD253tbKvbxsqylbyz6x1KW0r525q/8daOt7jnyHuYkTpDl8uuaenE4wGr2URipF2XMfZDitFRKWDuP6dNThLqWjtxuT1YzAqaz0rXxDAVzpW5zcHvOO/HTZARF8HG0iZfBrsumM3iOmp3is21ESycu9weXvh2DwC/OWYMVkv/bWIOHpXAcRNS+HJbNc99vZt7ztJpoWNgMAJ44okneOCBB6ioqGD69Ok8/vjjzJnTc6byiy++yOWXX77X18LCwujo8AtKHo+H2267jWeffZaGhgaOOOIInnzyScaNU+C8NDDQiZZOJ8u3i+q8kw7KCPjxx01MIcxqpqiuja0Vzb44iF6RWccZGldNjXBn6zXTryHOHseDPz7Il6UfEZn3E5mOyzAHMKdu7Gzk/d3v88b2N9jZ4Bejx8SN4dQxp3JU1lGMTxi/3+bH2qJ6znn+NcamfkJV5E6WRYaz+sMLuPPwO5mfO1+zn3E/pKt9hDvOa1o6qWlxYDLpb2CbmB7DnppWtlU0C+Fc5punTdVnwKhkiM0SZpiKjZB7mD7jhDDf7hTC+dHjA2sKui/HjE/h0c938M2OGpwu94DWDexeBp2N4jnIPSKwAQ86VwjnGwzhXA+M5qAGBsOQHd5O3qOTo9SImtAt4zzP96W8ZCHaB8VxLt22jSXgdgf88AhrBDNSZ3D1jKv54KwPuPfIe0mNTKWouYjLP76c17a+pvEFC2S+eUpMWECT5yHhaww6sJK+xCg7ZhO4PVDbqsh17nOcV6kZTyMqmhQL5243NJaK2300BwXI9F5TWWNHn/cbMvEHRs75VzuqKfHG3px98MB9W1cdPQaAN1aXUNOisIrDwGAYsWTJEhYtWsRtt93GmjVrmD59OieeeCJVVb1/JsTGxlJeXu77V1i493vQX//6Vx577DGeeuopVq1aRVRUFCeeeOJe4rqBwXDjq+3VOJxu8pIiBxUTEWm3cviYJACfAN8nUtiWTQO1QjYIrdwMToe25w4BTCYTF0++mGcWPEO4OQZLeBmVsfdxyze3sKl2U6/NWRs7G/m04FP+8OUfOO6/x7H4+8XsbNhJuCWc08eczr9O+hdvnfEWvzroV0xInNBjxcDolGjcHaM4qjSLN0vLmWaKpNnRzB+W/YEHfngAtyfwddOAkMJ5/R5wdekzRgiw3es2H5UYSaRdXx+qzMSXlea6NgaVjPBNrb7weDys3FULwOFjhiacT8uOJz7SRlOHk/WljQN70Jb3xHHiKf03Bd2XSaeD2SaqEg6Aqg/VGI5zA4NhyE5fTIui8im3u5vLtSfHeZua6+hOTKaIHnF3iS7SMemDPpXFbOG0MadxTM4x3L3ybj4q+Ih7Vt1DdXs11864NuAy2L6obFKcbw7dGoP2n28OYDGbSIoOo7q5k6qmTl90i64M06iWcl9jUEWNH1sqxGveZBExKX2Q4S0HLm/Q0XEOfpd5w8gWzl9dJSJyzj44i3Bb/5UbkkNHJzItO471JY28/mMJVx87Rq9LNDAYtjz88MNceeWVPhf5U089xQcffMDzzz/PjTfe2ONjTCYT6ek9f/Z7PB4effRR/vKXv3DGGWcA8PLLL5OWlsbbb7/NBRdcoM8PYmCgM19uFZtJ8yalDXp+esx4UQm1fFs1vzmmj88kVxdUbRG3tXacx4+C8HjRGL56i/bnDxHmZMxhrv1ePq96BlvsBt7d9S7v7nqXzKhMpiRPIS0yDZfHRU17DUVNRWyv344Hv6g+PmE8544/l1NGn0KsfWCxe3ERNpKj7YzpKGN0l5MXs07h8bhoXtj0Ai9vfpkmRxO3H3Y7lgFUoQZETCbYoqCrVRiuVOSqBwHZGHSCgnW4FM53VrWA2+XNOEf7jazupE2FbR9C1Sb9xghRCmvbqGjqwG4xc/CohCGdy2I2MTc/kU82VbJqd13/53M5xe8dYOKpgQ8YmSjiWnZ/Kc6T/LvAz2HQK4bj3MBgGCId58oagzaXiwxjk0WUDnmReb0VTR20O1xqrkVisUK0d8HcVKrJKWPtsdx/9P38bqb4oHlm/TP8c+M/NTm3RDbcTFWVbw4BC+fgF/arVTlko73NV1qGV3NQf1SLoo0QbzQRsVn9NuLM8DrOyw3H+ZCpa3XwhVesuDCQBj94XWdzxe/otR+KcLt7dpkZGByoOBwOVq9ezfz5/ggBs9nM/PnzWblyZa+Pa2lpITc3l5ycHM444ww2bfIv8vfs2UNFRcVe54yLi2Pu3Ll9nrOzs5Ompqa9/hkYhAput4dlXpf4cRMG3xjwWO9jfyyso6XT2fsdq7eK+X9Y3F4Vp5pgMvnF8rJ12p47xCipsdFRehH/N/4xTso7CbvZTllrGZ8Vfsa/t/ybV7e+ymeFn7GtfhsePOTH5XPZlMt447Q3+N/p/+PCiRcOWDSX5CdHkWcSWfi2pHEsmr2Ie4+8F7PJzNs73+amr2/C6e7juR8MZjMkeTdianZoe+4QQmWfMdlMdld1K9TtEZsS1gj/71kPUieKY9VW/cYIUVbuFm7zGTnxRNiHvrF06Oikvc7bJ8XfQXsdRCQEHtMimXCyOG77aHCPN+gVw3FuYDAM2am6MaiMaYnL3kusi4+0Exdho7G9i8K6Viam69SAsDdiM6G5TERXZM3S5JQmk4krp11JuDWcv/7wV/625m9kRGVwyuhTNDl/VTAc581SOB/4IkvmnCtrEDpMHef+qBZFjvOmEnGM6z8qJFM6zvUWzg8Ax/lHG8txuj1MyYxl/CAcRqdOz+DO9zdTWNvGyt21HDF2aOWfBgYjiZqaGlwuF2lpe2/upqWlsXVrzwv3CRMm8PzzzzNt2jQaGxt58MEHOfzww9m0aRPZ2dlUVFT4zrHvOeX3euK+++7jjjvuGOJPZGCgD5vKmqhu7iTKbuGQ/MG7IfOSo8hLiqSgto2Vu2pZMLkXY0W5N988/SBtG4NKMmfAnuUjOhLC4/H4hNZj8mbxm4zjaOtqY131OnbW76Suow6zyUxSRBLpkelMT51OcsTQ5wj5yVHklnvn1F6R9bQxpxFmCeOGr27go4KPiA2L5Za5t2haWUvyOJGLX7MdOFm784YQu6tFROnoZP3X4aNThEmtrtVBc/EGYgBSJgyoZ9WgSZkkjtVbwePR528/RPnOK3Af6o2zGipSOP+xoI4ulxtbXznnOz8Xx7Hz+zVH9cqEhfDR9UKEb6sTLnQDTTAc5wYGwwyPx8OuKq/jPFWRcC4FsR7cJnnJQWwQKsVDjRzn3fnF5F9wyeRLAPjLt3/hx4ofNTmvdJynBcVxPvA4m5ToIAnnbbXDKhdROs4zVD2fTWXiGNu/cJ7uvaaKxg59Xc4HgOP83XXi93769MxBPT7SbuX0GeKxb68N8P2qchN8eR988EdY8zK0NwzqGgwMRhKHHXYYl1xyCTNmzOCYY47hzTffJCUlhaeffnpI573ppptobGz0/SsuLtboig0Mhs5XO4Tb/PCxyYRZhyacyQ3c7/pyQkpBW68YlQMgS7m+rYvmDuHslhGXkbZIDs88nEumXMJ1s67jdwf/josmXcS83HmaiOYAYxNsZFAn/pOQ7/v6CXkn8Ndj/ooJE0u2LeHlzS9rMp6PpLHiWLdL2/OGELtrvL3GvKK2nkTarWR5jTANRRvFF1Mm6jto0lgwW6Gzyb/uOED4saAegDl52gjOE9JiiI+00eZwsb6kn5zznUvFcewQGvjGjxJROx63/3wGmmAI5wYGw4yKpg5aOp1YzCbfBEx3pCCWkLvft/KTRIPQPcHIOY/NFsfGEl1O/8fZf2RB7gKcbic3fH0DjZ0DbOzRB8HJOA+sOSgEwXEekSiigPBAa42aMTVAeXNQX2PQAQjnceGYTOBwualt1bHxltxQa6mALp3z1INAVVMH3xeIxeepgxTOwS+6f7KpAodzAI25XE4hlj95OCxfDD88B+/+Fp6YCzs+H/R1GBiEGsnJyVgsFior9644qqys7DXDfF9sNhszZ85k507REEs+LtBzhoWFERsbu9c/A4NQQYrcR2jghpROyD6F8wqv4zxDpzxlX4PQjeIzbwRSWCuMRemx4ZpEPwyUSRH1mE0e2k0RELW3GL8gdwF/nP1HAB768SGWFmkosCWOFse6PdqdM4Ro6XRS2STWRioc5wBjvEY5Z6W3AitlvL4DWu2Q6I2Cqd6i71ghREVjB6UN7ZhNMGNUvCbnNJtNHOIV4dcU1vd+x5Yq//vtmOOHNqh8/O4vh3Yeg70whHMDg2GGzDfPTYrEblX0Jywd5/H7C+e5XvFeTgyV4nOc67MbbjaZufuIu8mNzaWqrYo7V96JxzM0525wHecDzzhXLpybzX5hf5jEtXS53NR4M+CVCeeyumIAjnObxeyrHChv1FHQjkgAu3fxoNMmVjBZurUKjwem58T7XD+D4ZC8RFJjwmjqcPL1jn6y/N0ueOMyIZaDaBJ0+G/FgrSlAl4938gvNBgx2O12Zs2axdKlfvHG7XazdOlSDjvssAGdw+VysWHDBjIyRNPk/Px80tPT9zpnU1MTq1atGvA5DQxCiS6Xm9Ve4WXu6KEL53NHCzFnc3kTDW09bK673VCxQdzWqxFhQr6YPzg7RqxDubBWGItyvUYjVYy2CNNMgTuNnlYul0y+hAsmXIAHD3/55i8UNmlUNSjd7TLmc4QhK6yTouzERdqUjCl7moU3eHPjkyfoP2iKd4wDKOd8TZF4f52YHkt0mHaJ1rIp6NriPoTzXV6RO31aQEa3HhlznP+cQ9QtDPwYwrmBwTBjZ5XixqDgn/z0ENUiG4QWBEM4j9UvqkUSaYtk8VGLsZqsfFr4Ke/tfm9I55MuhZSgOM4DaQ4qhGBlwjl0E86r1I05BKqaO/F4wGYxkRhpVzNoAMI5QIaKnHOTCeJyxO2GIv3GCRKfbxYbOQsmDW0iazGbOPkgIep9sL687zt/9QBseQ8sYXDBf+CCV+CEu+HqFXDQz8DthP9eCpWbh3RNBgahwqJFi3j22Wd56aWX2LJlC1dffTWtra1cfvnlAFxyySXcdNNNvvvfeeedfPrpp+zevZs1a9Zw8cUXU1hYyK9+9StA9Cu57rrruPvuu3n33XfZsGEDl1xyCZmZmZx55pnB+BENDIbEhtJG2hwu4iNtTBhEr419SY0JZ0xKFB4PfL+nbv871O0GRwtYwyFZJ4er2ewX6KpHpkAn10fKqoS9pLmEqWiPO5Walv03RkwmE3+e82cOTj2Ylq4WFi1bRLtTA5NFolc4bywBp8I1hCJkXr2KmBbJ2NRoTLhJbPdubqQoEM5TZc75geM4lxuTs3IH3z+iJ2Z63evrihp6v1PBV+I4+tihDzjqMLF+aC7z9how0AJDODcwGGbs8e50j1GVbw7dolry9vtWTqIQ5orrghDRIMXDRv2Ec4CpyVO5esbVANy36j5q2gcXJeJ0ualtVew4d7SCo1ncHkxUS4vCSW/U8HKcV3hd3Gmx4ZjNihrn+DLOBxYZIrPXyxt0/vuM9wrnjSMrD7jd4eKbneLvfX5vzdMC4NRpQjj/dHMlHV2unu9UugaWLRa3T38MJnZrTGyLgDOfgjHzwNUJb145IhemBgce559/Pg8++CC33norM2bMYN26dXz88ce+5p5FRUWUl/s3nOrr67nyyiuZNGkSJ598Mk1NTaxYsYLJkyf77vPnP/+Z3/72t1x11VUccsghtLS08PHHHxMerrDiy8BAI2Skytz8RM3mHNK5/mNPEQIV3tzxtCmDb1Q3EGRe8wh1tvoc58lqHefWhgIxvifNt3bcF5vZxgPHPEBieCLb67dz76p7hz5wVArYogDPiDRTqGwMKhmbGk0mtYR5OsBs2yuzXjdG+N9lT0jhfHaetsL5tOw4zCYoa+zw9cbaj4JvxDH/6KEPaIuAXG9l3e5lQz+fAWAI5wYGww7pXMhX5Vzo6oBm72K1h6iWnAQxESxvbKfLNYDcXi2RUS3N5SLaQEeumHoFk5Mm09LVwiOrHxnUOWpaHHg8wnmaFKXIoSzd29YICBu4Q0kK51VNOjqV90U64oeJcC5d3OmqNkFcXdBcIW4P2HHuFc71dJyD33E+wqJaVu6uodPpJis+QhOH38GjEsiIC6el08ny7T3Etbjd8OH1gEc4y6dfsP99LFY46ymITBa5sKueGvJ1GRiEAtdeey2FhYV0dnayatUq5s6d6/vesmXLePHFF33/f+SRR3z3raio4IMPPmDmzJl7nc9kMnHnnXdSUVFBR0cHn3/+OePH65wNa2CgE9/tFq7wQzWIaZHMzIkHenFClnvzdvWKaZFIgW6EOluD5TiXGeOFnjR2e13SPZEamcoDRz+A2WTm7Z1v80nBJ0Mb12Tyu85HYM75bu8mhErH+ZiUKMaahXHGnTha340sic9xvu2AiPvocrnZXN4EwAzv+6JWRNqtTEwX/VLW9RTX0lAsqvtNFsiZu//3B0PeUeJYuEKb8xkYwrmBwXBD7nTnJSv6wG4sBjxgi9yvuQwIgTXMasbtgfIGhSIrCKHVbAWPyy8o6oTFbOGWubcA8O6ud1lXtS7gc1Q1i99PSnSYOoeyFKFj0sRkdoBI4bzV4aK1U1HDJumIb+0n/zlEkLE7aaryzZsrAI9wm0SlDOghmXGiIqRMd+Hc26i3YWQ5zlfsFA6/o8enYArg76c3zGYTp3jjWt7vKa5l89tQ+qPIfD3h7t5PFJ0KC+4Ut796cFg11DUwMDAwCIwul5vV3ibVc/M1FM69EQIbShtx7mt+qdwkjulTNRuvR6RAN0KdrcHKOKdutxjfk0ZRXVufd52TMYcrpl4BwJ0r76SidYhrKlmhXD/yhPM9NWITIl/VOhxIig7joDDxnDTHjFYzaOIYscZ2NI84U0xPbK9sxuF0ExtuZVSi9n+r8r12bU+blIXfimPmDAjXqCH5KK/jvOi7A2LjQwWGcG5gMIzo6HJR5o2HyFNV8tc9pqUH4chkMpGdIMS5/iZmmmO2QIwQofRqENqdaSnTOHvc2QDcs+oeXAG63KXQmhqrMt888MagANFhViLtFgBfA0zdGWaOc7kRkqoqr96Xb54hckEHgHScV+jZHBQgfpQ4jrColhW7hHB++BjthIqTvML5sm1VewsVHg98/ZC4ffhvISa97xNNvxAypkNnE3z7N82uz8DAwMAgtNhY2kirw0VchI2J6UOvfpKMTo4mJtxKe5eLbZXNe39TZo6nTt7/gVoiHee1O0Vl3QiiqaOLulaRL56r0nHucvpiUgrd/QvnAFfPuJopSVNocjTxl2//gtszhCriEeo493g87JFRLSp7jQEzwsXaqMK2f/W3LljtkDRW3B6h/Qe6s7G0EYCpWXGaGGX2ZaZsENqXcJ57hHYDZh0sjFYtFSO2Ua9qDOHcwGAYUVzXhscDUXYLKdGKxDpvRl5PMS2SHO/ObHG9YuEcujUIVbMb/vuDf0+MPYatdVt5Z9c7AT3WL7QqzFf1NQYNvLGhL+dcVYPQ4dYctElxXr1POM8e8EMypONc72oQX3PQkSOc17U6fGWbWpbGz8iJJyHSRnOHkzXdJ9A7PhXRK/ZomPvr/k9kNsNxogqGH5+H9h7KPw0MDAwMhj0ypkXLfHMQVVDTs+OBfQSdzmb/RrgUtvUiLlt87rm7oHaXvmMppsjrNk+OthMdpiBeQ9JUAu4uXGY75SRSPADh3Ga2sfioxURYI1hVvop/b/734MeXGdwjzHFe2dRJq8OFxWzSxZXcF2NNYg2wyzOwHkea4Ms5H5kxSt3Z4BXOD8qK0+X80nG+vrRh/2jbkh/FcdSh2g1oi4BMb3xd0XfanfcAxhDODQyGEbK5S35KlC67oT3ic5z3IZx7c84HMjHTHNkkUecGoZLE8ER+M+03APxj3T/odA1cVB5OjnPAtzlTpUw4NxznfSJf4wNsDAqQ4Y2RqWzqwOXWsVRPNgdtKhVOpxGAbMQ2IS3Gt4mkBRaziWPGi6idL7d12yT6/hlxnH05RAywMdG4EyBtKjha4PvnNLtGAwMDA4PQYdUeb2NQDTdxJVLQWVfc4P9i9TZxjE6HyETNx9wLkwlSJnjHHVkCncw3V+o2B5/T2xk7Cg/mAVcE58Xl8afZfwLg0TWPsq1u2+DG9znOdw/u8SGKzIrPSYjAblUoo3k8pDtEBcG6jqE3qh8w3XPORzgbSvyOcz3IT4oiLsJGR5ebbRXdqns6mvwbE1mztR1UCvFFK7U97wGKIZwbDE9aa2HpnfD00fD4LPjP+bDlvRGf4RSUBjMy10w6SnsgJ1G4WovrdY6D6AnZILRJjXAOcP7E80mPSqeyrZLXtr424MdVe4XWNKWO8yEI58od51I4H16Oc2UVBDKOKG5gjUFBiPpmEzjdHn0jd6LTRUmgx+VvJjzMWbFL5IYfpmFMi+S4iaK6Ytk2b55/fQHsXCpuz/7lwE9kMsHhvxO3V78wYjYtDAwMDAwEHo/HJ2rPzh3gpmoAyEZ4ewnnVZvFMVVnt7kkZWTmnAct39zr9LYkjxH/beuiqWNgMTg/G/8zjs0+li53Fzd+fWNABiEfPsd5oWh6PkLwNwZVG9NCaw3hzkbcHhPfN2s/J+2VEbqhtS9dLjdbvGK2Xo5zs9nEdO977dqibhWiZWsBD8SNEv3ItMQnnBuOcy0whHOD4cf2T+Dvs0QWbPlPIhNv+8ew5GL47y/Ezt0Ixec4V9iQxFeqGd+HcB5Ux7k3tkJh45IwSxjXTL8GgOc2PEeLo/du9d0JjuN8OEW1eBtedjaBIwivpQCpbPJuhKh6PmUcUezAhXOrxeyLkilr0HFjy2z2C/ojJOdcj3xzyVHjUjCZYEt5ExWNHbDmZcADo4+DxAAbP005EyKTxObhjk80v1YDAwMDg+BRWNtGQ1sXdouZSRkaNY7rhhTOd1W3+MVVKWBLQVtvpEA/wrKUC2qCYHgCn9PbmjSapCg7MPA1mslk4vbDbycxPJGdDTt5dPWjgY8flyMaS7o6oVn/HlSq2C3zzVWuwwFqhOO71JPM9joXHlVGwWSvcF6zc0SbE2Vj0Jhwq66bXDN9wnmD/4slP4hjtsZuc4CcueJYs02YTg2GhCGcGwwvNv4PXr1QZLmmTYWzn4XLPoAjrhNuxy3vwasXDAvRbTDsCcYETGYWx/WeqywzzkuCkXHuc5yrnZidNuY08uPyaehs4OXNLw/oMTLaQ5nQCtAsurAT3U+jwR5IVS2ch8WC1evebg1t13lHl4umDuHuVe44D0A4B39cS0WjkXM+UCoaO9hd3YrZpE9pfGKU3SdWLNtaAetfF984+JLAT2YNg5kXi9s/vqDNBRoYGBgYhAQ/lTQAMDkzVpd4iKToMHISI/B4YH2xiCvwOUxVO85HmHAeNMe5bMqZONrfhyoAc1NSRBJ3HXEXAP/e8m++Kf0msPEtVv+ccAQ1CN1dI4xSyh3n3qiUnZ4s2hwudeuyxNGACTobobVGzZhBwNcYNFOfxqCSadnCzb6prJvJU+abZx+i/YBRyZA8XtwuXqX9+Q8wDOHcYPhQ/AO89RsRBTDtArhqGUw7D/KOhAV3wC8/FsJb4bfwwaJgX60uFNSISU+eqp1uZ6foxgyihKgX5KSspsVBa6fiqIBY9VEtAFazlf+b8X+AmFQOxHUuJzop0cOrOagU/HXHZOrWILRazZiDRMa0hFnNxEYoavg0iIxzgIx4b4NQVcL5CHCcy5iWg7LiiIuw6TLGcRPEa73op2XQWCSao004aXAnO/hScdy1FJqHR48AAwMDA4P+kREqcrNVD2bkJHjH8kYISMd56mTdxtwLKdDX7gSnQ82YCghKxCZ0E87zfU0spYg/UI7OPpoLJ14IwF+++Qu17QE6VhNHXoNQXwVBsuKNkJodAFSGibV4QYDP5aCxhfsrzmt3qBkzCPgag2brE9MimZIpzr+zuoWOLpdw8ZdK4VwHxzkYOecaYgjnBsODjkZ4/VJwOWDiqXDmk2DZR8zIng0X/AdMZvjpVeFOH0G0O1xUeKMhlJWISTHaGi52LXshLsJGbLgQD0tU55xLJ3xzBbgGlt+nFQtyF5Afl0+zo5kl25b0eV+320NNi1gMaNlosJ9B/c7toWSc65mNvS/DpEGorzFobJiaRr2uLv/vpI/qj57I8Ea1lOsZ1QL+yfUIEM5lY9BDdYhpkUjhPLv0Q/GFSaeBLWJwJ0saI9wqHjdsfEOjKzQwMDAwCDZqhPN4/1jtDf54DZlxrDexWWCPAbcT6napGVNn2hxOqryGGaXCuccj+qYAJOT73O4DbRDanUWzFjE2fiy1HbXcuuLWwCJCZM75CHGcO11u3xpX/UaI+Jtoi8kD/BsySkgaK461O9WNqZgNpcIBrldjUElabBiJUXZcbg87KlugoRBaq0VqQvo0fQYddZg4Go7zIWMI5wbDg09uESJu4mg462mRp9sT+UfBUaIbOB/dOKLyzuWHZFyEjQRvXp3u+BqDZgs3cB8MphRQEyKTxQcOHuVNCc0mM1dMvQKAlze/TIezd0dvQ3sXLreYcCZFK3r+2uvFIgQgKiXgh0tnvLKSQBhGwrnixqDN5YBHvNYje9/E6gnpOC83oloGjMwfPCQ3UbcxpmTGkhxpZT7eyezUc4Z2wmnni+NPA29YbGBgYGAQujicbl9Z/3QdhfPpXqflxtImXywEsVkQrq+Q5MNk8ov0VSOjEaF0eMdF2IiL1KdyrUdaa6CrFTBB/Cjf+mwwwnm4NZz7j74fu9nOVyVf8erWVwf+YNmvZYQ4zssbO3C6PdgtZtJjFVYOgy+z3pQomr1K57sSksaJ4wgVzrtcbraUi/dYvRqDSkwmE5O9fSo2lTX6Y1rSDxLufj3I8jrZy9eDS3EqwAjDEM4NQp/iH2DtvwATnPEEhPWTK3b09ZA4Rjhtv35IySWqwF8eFox8894bg0p8DUJV55ybzf7oika1cS0AJ48+mazoLOo66vjfjt6rHKT4nBBpw2ZR9NYrxeeIRLAGLtbLJqY1LQ7cbkVNYXxRLaGdca6+MajMN8/sfeOwFzK9GefljYbjfCA0dXSxs1pEL80YFa/bOGazifOzqkk1NdBpiYL8Y4Z2wilng8kCFev9bjMDAwMDg2HLtgrRtC4uwkaejjnZE71iTkVTB60lG8UXUxTlm0tSusW1jACkUK0837yhSBxjM8Fq90W1DNbYND5hPItmiwjUh358iE21mwb2wMSR5TiXz2d2YgRms4JKU4nL6ZvThacLETvQ2J0hIR3nNSPj73Jfdla1iMagYVZyE/X/W52cKd5rN5c36ZtvLkkaK6Igne1Qs12/cQ4ADOHcILTxeOCTm8TtmRdB7uH9P8ZqhxPvEbdXPRXyWckDZbdXOM9XOQFr7L8xqCQnUbhai+sUR7WA//oU55wD2Mw2Lp9yOQAvbHyBrl7iYnz55qpiWsAvnA8ipgVEA0OTCVxuD3VtijIno6RwbjjO90JWfwTYGBSC5DgPpJw3xFhf3IjHI97TkqP1/Xs92bYGgNW22YPa3NqLqCT/Z+SW94d4ZQYGBgYGwUZmjk/Pidc1Fi46zOoTWBsLfxJfTJ2k23g9kiTctCNFOJdCtTQWKaOhUBzjRR62fF5L6tt9la+B8vOJP+fY7GNxuB0s+nIRDR0N/T8oIW/v6xnm+Bq9KhBX96KxWFQPW8JIzRIu/j1KHecj6+9yX7ZVNAMwMSNGyYbIFCmclzVByQ/ii3oK52YzZEwXt8vW6jfOAYAhnBuENls/EG8qtig4/v8N/HHjF0LWLHB2wHdP6Hd9CgmK41wK5/G9NwaV+KJaVDvOAWIyxLG5Qv3YwJnjziQlIoXKtkre2/1ej/ep8eaE6y3E7YV0bccMTji3WcwkRgoxT1lcyzBxnMvmoMo2Qro7zgNEOs4rmzpwutxaXtXeyA0sZzu0BdhEKoRYWySEipneZml6Mq7+KwBeb5kmGgUNlYmniuNWQzg3MDAwGO6sKxZN62bo3LQOYFJGDAAeGZViCOdDQuZhZycOsnfJYNlHOE+LDcduMeN0ewZdeWgymbjnqHvIicmhrLWMG76+AZe7nzmLNFO014+I6NTCOrEOzw1SvjmJ+eQmi7/RwtrWwPLmh0KyN6qlbjf095wPQ7ZVCuF8QnqMkvFkVMuO8jo8FRvEF7MO1nfQjBniWL5O33FGOIZwbhC6eDyw/H5xe+6vISZ94I81mfxZ598/NyI+sGXGeX5QoloG4DhPCFLGOfhfG4ozziVhljAunXIpAP/c8M8eJ5PBcZx7NxIG6TiHbg1ClQnnwyXjXEa1KHKcy2qKuMAd50nRYVjNJtwev1NeF6xh/udPlgoPQ1Q0YgOgvgB7/Q6cmFnqnMaawvqhn3PiKeJY9F3Ibz4ZGBgYGPTNTyUNgL6xYZJJXkEnptkrXKeoFs67NSEcxlVrkpL6YDnOvfOv+FwALGYT2QlCvB9Mzrkk1h7LI8c+QrglnBVlK/jrD3/tW7wNj4UIrwFBowi/Zkcz2+q2sax4GZ8WfMp35d9R2apmveCrIFDtOK8V+eYkjiEnMQKzCVodLqpbFK3LYrPBEgburhFTPdCd7V7H+YQ0NcJ5fnIUYVYzaV0lmFydoimybKSrF5kzxdFwnA8JQzg3CF12fCayWm1RcNi1gT9+/EJIHg+OZli/RPvrU8yeGvGBrVQ49zUHHUDGuS+qpU3dLrhEunClKzcI/Gz8z4gPi6eouYjPij7b7/vVwXScSxf3IAiacN4a2qKfdJynqtoIkZtCsroiACxmk0/gVxbXMkxzzj0eD2u9wvlMvYWKnUsBKIqYQhNRrNilgUs/PsfrLPHAtg+Hfj4DAwMDg6DQ3NHFLm+/jWnZ8bqPNzE9lhjaiHXWiS9Ip6kqZDPJjkZoq1M7tg7I6EopWivDJ5z7q4VzhphzLpmQOIG7jrwLgP9s/Q/Pb3y+7wfIaxiCmWJ3427+se4fXPj+hRz+6uGc+965/PaL3/LH5X/kyk+vZP4b8zn5zZN5bM1jVLTqV3kctKgWb2NQkkYTZrWQ6Y1fVJZzbjZ3qwbZpWZMhUjH+XhFwrnVYmZiRiyTTd5NiPSpAfeuCpjMGeJYsdFoEDoEDOHcIHT5/mlxnH25yG4NFLMZZl8hbv/wz2HtXmju6PJFfSiLanG7/cJ5fP/CebbXUdHqcNHQ1nPOt24EOaoFINIWyYUTLwTg+Q3P77d5UDMMM87Bf726OpW70z2qJYT/ZqXjPFVVc9Bm73MZSOVNNzLjVTcILdF3HJ0oqmujrtWB3WL2NfDRjV1fANA66lgAVuyq0ea8k7xxLUbOuYGBgcGwZUt5Mx6PiFtTYbqYnBHLaJMwoHii04VjWCW2CP/m+zCPa/F4PH7HuWqhtQfhXOacD8VxLlmYt5DrZ18PwKNrHuXNHW/2fudBCucej4dlxcu48tMrOePtM3jypyfZWCua1iaGJzI5aTKz0maRF5uHxWShuLmYZzc8y0lvnsR9q+6jyaFtpbnH46GoNkjNXn1RLWJjKc8bFVOgNOe8WzXICKKl0+mLVFIV1QLivXayWQrnB+k/YOIY4Wx3tkPNNv3HG6EYwrlBaFK7C3Z+DpjgkCsGf57pF4AtEqq3QPH3ml2eagq8bvOkKDux4TY1g7ZWg6sTMEFM/7nK4TYLydEiD7u0QXGDUJ9wHjzHOcCFEy8kwhrBlrotrCxfudf3pOM8RanjXDvhXHnGubMDOkMzYqnT6aLeuzmUpqo5qC92Z3DCeUact0Fog8IGocMQGdMyJSuWMKtFv4FcXbB7OQApM04GYH1JIy2dGjhBJp4mjnuWj4iYMgMDA4MDkc1lIt9c901cL9kJEUy2i2q/9lidowN6Q7rOh7lAV9/WRatDxDZmxSt0nHs8/Qjn2qzPLplyCZdNuQyA21bcxosbX+z5jt64mIEK5x6Phy+KvuD898/nt1/8lu/Kv8NsMnNM9jHcefidfPGzL1h+/nKWnLqEFxe+yHtnvcc3F3zDA8c8wJz0OTjdTv6z9T+c9fZZrK3SLpaivq2LZu/8TPlGSJ0/qgX8wr2McFWCFM5rdqgbUwHbvW7ztNgw4r09vVQwOTOWyaYC8R8VwrnRIFQTDOHcIDT54TlxHHeCfxI1GCLiYfIZ4vZPrw75soLFntpgNAb1OkZjMsA6sA8TOTlULpzHeoXzpvKgupQTwhM4e9zZAPuVL0rhOVmp41yDqBav0K8sS88WAWHeRWKIZjTL59JuMRMfqWAjy+PxV1MMstFrhrdBaJnujnPvQm2YRrWsLWoAFOSbl60VMWIRiaRPOJScxAicbg8/7NGgPD1lglhguRyw+8uhn8/AwMDAQDmbysTGp2wmpzdms4lZ0aLyqdLef6WpLowQZ6uMREmNCSPcpuMm/L60VAnjicm8V3+qHA0d55JFsxb5xPOHVj/EAz88gNO9z+a/z3Hedza22+NmadFSzn//fH7/5e/ZUreFSGskl0+5nA/P/pC/z/s7Z407i5TIlP0eG22PZmHeQv554j959oRnyYvNo6q9il9+/Ete3vSyJvGh8veWFqv4+XQ5ob5A3PbqITKytUBVVAuMmL/LfZH55qpiWiST02PUOs7BH9dStk7NeCMQQzg3CD06W2DtK+L2nKuGfr5p54vjprfAqUj80xhZjqU239zrDhhAY1CJzF0rrVcsnEsXrqtTdG8PIpdMvgSLycKq8lVsqt3k+3rNMHec16hynEO3uJbQbBBa1S12x2Qy6T9gR6NYCMEQHOfeqBZljvPh2Rx0bZF4/5g5KkHfgQq+Ecfcw8Fs5rDRIo5slRbCuckEY+eL27sM4dzAwMBgOLK53CucZ8YpG3OiVcy7drkD76eiCSNEoJPxD0GLaYnNAovf2CFz1rVcn5lMJv44+48smrUIgJc3v8wVn1xBQWOB/079RLW43C4+3P0h57x7Dtd9eR1b6rYQYY3giqlX8PE5H7No9iKyorMGfE2HZhzKklOXcFLeSTg9Th748YH+m5gOgEKvgS03UeE6HIQJxe0Ea7h4ToHcYES1yH4HIyzjXOabq2oMKpkc3UyiqQWnx0xd1Bg1gxoNQofMoIRzp9PJ559/ztNPP01zs3jBlZWV0dLSounFGRygbPgvdDaKndUxxw/9fPlHC9d0RwPs+HTo5wsCwRHOB55vLpGO8zLVjnNbOEQkituyiWKQyIzO5OR8Eb3w/AbhOne63NS2OgCFGeeuLv8mQtTgHecyV7NGleMc/EJ/qArnTYrzzeXvISwO7INbhGV4/zbVZZwPP8d5l8vNlnIxp5mhdyO2whXimHsEAIfkifevHws0aogmPzt3LQ3pXgEGoYcxxzcwCD4Op5sdleJvboqiqBaALLeY+69r29/ZqwSfcD68BbpimW+uvDGo18XaLaYF/OuzmpZOOrpcmg55+dTLeeCYB4iyRbGmag1nv3s29666l8Kmwl6F8+KmYv6x7h+c8tYp3PD1Dexs2EmULYpfHfQrPjnnE66bdR0J4YMzMETaIrn/6Pt9Oez/3vJv7vruLtwe96B/RplvPipY+eYJ+b4GkvnJ4hoKa9s0cdMPCPl32VQCDoWCvc7IqJbxCvPNASJqtwCw05PF9lpFfeGkcF65UWgEBgFjDfQBhYWFLFy4kKKiIjo7O1mwYAExMTHcf//9dHZ28tRTT+lxnQYHEmteFsfZV2jTZdhsgannwMq/w+Z3YNJpQz+nYnxRLUkKhXOZURwXgHCeEKSoFoDYTGivE3EtaVPUj9+Ny6deznu73+Ozws8obCokwpSGxwNmEyRGKcpQa60WR5MFIgbvnk3y5tZL4V8J3RuEhiDScZ6qahNkiDEt4HecVzTp7Tj3Vqi014vqobBofcfTkB2VLThcbmLDreQk6rjYdTmh6DtxO29v4Xx9SSMdXa6hlwLnHQlmm1is1u2GJEWOFoNhjTHHNzAIDXZWic+jmHCrzy2sO243cW1C4Py6PoE/qRl1b+RnVd1ucLu1WQcGAdkYNDtBteNcCue5e305PtJGlN1Cq8NFaUM7Y1K0nZstzFvI1KSp3L3qbr4t/ZZXt77Kq1tfZWxsPpOTE0l2uXB/dy+lHTWsr15PZZvfGBMXFsfFky7mwokXEhemTXWFyWTikimXEGOP4bYVt/H69tcxYeIvh/5lUJWiMqpllPJ88z3i2C22NjshEpNJNLasbXUoaRxMZKJYS7bXi79NVfEiOrPNG9UyUbFwTsUGADZ7cmmpbOZQb9WpriTkiyjUziao2R50rWQ4EvCn0e9//3tmz55NfX09ERH+D/KzzjqLpUuXanpxBgcg1dtFCYnJ4o9Y0QKZc77t42EZ17KnRmacK/zAlo7RwUS1BEM4j/FGWATZcQ4wLmEcR2cfjQcPL2560ZeJnRgVhsWsINoD/MJ5VPKQFh5yQlbf5sDpGrxbIyB8jvPQFM4rveJzWqyqxqBDj9xJ9wrn1c2d+j6P4XHCGQ/DznW+qVsjNl0jeCo3iHzzsDhImwqIZk/J0WE4XG7WlzQOfYywaMiZK27v+mLo5zM4IDDm+AYGoYEvpiVD58+j7jQWY3Z10umxsqE1Tl1T+O7EjwKzFZzt0FymfnyNKK6TUS2qHef7NwYFISRn6RDX0p3smGyenPckz53wHEdmHYnZZGZn0x7ejYnm+fg4Xtz2Kp8VfkZlWyVmk5nDMg7jvqPu47NzP+M303+jmWjenbPGncW9R92LCRP/3f5fntvw3KDOU+gVznNVO85l5UWSXzgPt1lIixFz+mINM+v7JcHbMFiK+cOcmpZOalocIt0wVbHJp2I9AJvduT7Xu+6YzZA6Wdyu3KxmzBFGwI7zr7/+mhUrVmC37+2azMvLo7S0VLMLMzhA2fBfcRw7H6I1LBPMmi3iWprLRebrhIXanVtnGtocNLSJkhqljnMpeu0z+eqLoEW1gHh+ISSEc4Arpl7BVyVf8c7Od5gZIzaBkqPVdeymRQrng49pAUiItGM2gdsDda0OUlWIxaHuOG9S7Tj3vqZjBpdvDpAcFYbVbMLp9lDd0klGnI6LufgcqGwUVSupk/QbR2P8QoXOebIypmXUoaIiCrGonZOfwIcbKvihoI45+YlDH2fMcVD4jfjMm3Pl0M9nMOIx5vgGBqHBZtkYVGFMC7U7ACgzZ+DGzM6qFnXxghKLDRLyRMZ57c6AzDuhhD+qJUgZ5z2s3bLiI9he2aKruclkMjE3Yy5zM+ZS31HPmso17PrsRhraqjBPPJWUrDlMTprMlKQpRNrU/G5OHX0qjZ2NLP5+MY+tfYy0qDROH3N6QOfwRbUod5x7hfPEvasGcxIjqGjqoLi+Xf+ePJLEfChbA/UjQziXgvWoxEgi7QFLokOjm+PcWakwBi9tChR/J+Ja+Jm6cUcIAdsQ3W43Ltf+2VglJSXExCguczAYWbjdsH6JuD3tPG3PbTb7I1q2faDtuXVGus3TYsOIClP4xt4QuONclpPWtDg0z9Drl9hMcWwKDYfKwWkHMyNlBl3uLj4sFBtCShcgrV7ReYgbUBazyRcvU9OiKK4lang0B02NUeQ4bx6649xsNvkc8uWNihqEDjvHuRAqdM+TLfhWHHMP3+vLs3N1yjkv+NrIMzQYEMYc38AgNJAVUFMUNgalRgjndREi5mNnlSIn5L4M8wahHo/H5+pWHtVS33PGOaC743xfEsITmJc7j6tiJvDnugb+FDeNS6dcyiHphygTzSUXTbqIy6dcDsBtK25jXdW6AT+2o8vlizlUL5zvFsduUS3gbzprOM4Hz3ZvTMt4xY1B6WjybT5scY9iR2Wzuqx6Gc9SuUnNeCOMgIXzE044gUcffdT3f5PJREtLC7fddhsnn3yyltfWI0888QR5eXmEh4czd+5cvv/++17v++yzz3LUUUeRkJBAQkIC8+fP3+/+l112GSaTaa9/CxcOHzfyiKJ4ldgpt8fABB1eS+NPFMedw6tZWkEw8s07m0UzVQgo4zwuwkakXTgolce1+KJaKtSO2wdXHHQFAD/UfgDmDrXCuXRrRw29ckN5g9AQbw5aqbw5qMw4zxjSaWRcS4XewvkwbBDqdnvYIoXzLB2Fc7cbivZuDCrxNQgtrMfl1uAzKmO6aJrc2QSlq4d+PoMRT7Dn+AYGBkJ47R7VogyvcN4ZJ0S6nVVBagg8zBuEVjd30ul0YzZBRrwigwWI+YWcdyXk7vdtKeLL/HVlyLz1fRqEqua6WdexIHcBTreTRcsWUd1WPaDHlXg3GqLDrOr6VIF4PuXvLDF/r2/JSgalwrkU70eI43yH9/1tfJrimJYqEZPiicmgwRRLfVuXOmOaNx7SEM4HR8DC+UMPPcS3337L5MmT6ejo4Oc//7mvhPP+++/X4xp9LFmyhEWLFnHbbbexZs0apk+fzoknnkhVVc/l/MuWLePCCy/kyy+/ZOXKleTk5HDCCSfsV266cOFCysvLff9effVVXX8Og16QbvPJp4Ndhx3d3CPAGg5NpVC9Vfvz68SeGvGhmJ+sMqalRBzD4yB84JN2k8kUvLiWGK/jPIQyEY/OPpoxcWNweNqwx68iRUUDF4kv41w74by2VZVw7r3m1ho14wVIdbAc50OIagG/cK7OcV6i7zgaUlzfRnOnE7vVrHnTrL2o3iKaK9kiIXPGXt+alBFDlN1Cc4dTm8xDswVGHytuGznnBgMgmHN8AwMDQUl9O80dTmwWk9rsXW9UizV1PAA7q4MknEuBbpg6zou9QmtGXAQ2i8Lmpi2V4HKIPmFyTdSNrGD1oZLu9yAL52aTmbuOuIsxcWOobq/mj8v/SNcAqvH8jV4j1PUbABHT6HKIzP/YrL2+JZ3vRUqF85HlON/lfX/Tdc7fE17h3JQ21fc87lCVcy7jM5vLoE2j6tYDiIDfzbOzs/npp5+4+eab+cMf/sDMmTNZvHgxa9euJTV1aFm6/fHwww9z5ZVXcvnllzN58mSeeuopIiMjef7553u8/yuvvMI111zDjBkzmDhxIs899xxut3u/BkdhYWGkp6f7/iUkKMqKMvDjdMCmt8RtrWNaJLYIyDtS3N7xmT5j6IC/MahC4dwX0zJwt7lEdSmgj1ivG7cpNDLOQUzSLp8qSgNtSd+QEKVwwiWF8+ihvy8nebPZa5pVRbVI4bw65KpDulxualvF70G543wIUS0AGd6oFumY1w0Z7zSMhHOZJzshLUbfha7MN8+ZI7Jcu2G1mDk4V8w/NItrGX2MOBZ8o835DEY0wZzjGxgYCGRs2Pi0GOxWhcJrjRCq43KEuBI0x7nP2VoQnPGHSHehVSlSmI7LAsv+0Z5BW5+FiHAOEGWL4m/H/40YWwxrq9Zy/w/9bwiX+GJ3FD+f8vUfl+PrhyPxRbWorB6QUS2NJSMi/m9XtdBX1AvnXvNmygTGpYqYGGUNQsNj/RUgVUaD0EAZVGCy1Wrl4osv1vpa+sThcLB69Wpuuukm39fMZjPz589n5cqVAzpHW1sbXV1dJCbu3XRr2bJlpKamkpCQwPHHH8/dd99NUlJSr+fp7Oyks9PvvGxqagrwpzHYj4KvRDRIVCrkHaXfOGMXwM7Pxb8jfqffOBpSUBOEqJbGwQvnmUFznHuF89Zq8YG+jygVLE7OP5k7vnmYLmsdJV3fABPVDOyLahm62KE8qkUK5+4u4c6N1KBRokZIt7nVbCIxUlHJpowfMhznuqEs37zkR3HMmdvjt2fnJvL1jhq+L6jnF4flDX28XO9mcckP0NUuNpANDPogGHN8AwMDP9u82bsT0xXGtHS2+Co2M8ZMA36gsqmTpo4uYsMVz6cT8sSxvlDEVZgVbh5ogIzPyFGdh+0TzvfPNwfI9q7PKpo66HK51bnhQ0g4B8iNzeW+o+7j2i+uZcm2JUxJmsJZ487q9f4lwcqrb/Dm1fcQuyOdymUNHThdbqwqnsuYdLBGgLNdPJdJY/p/TIjS1NHlW8+NTlGor4A/9SB1EhOI5vMtlWxT2iB0qnhtVW7yG0oNBkTAwvnLL7/c5/cvueSSQV9MX9TU1OByuUhL29txl5aWxtatA4vduOGGG8jMzGT+/Pm+ry1cuJCzzz6b/Px8du3axc0338xJJ53EypUrsVgsPZ7nvvvu44477hj8D2OwP5vfFcdJp+63q6opY73PfdFKMUkMU7zLGCAej8cnnCt9Y28MvDGoRJYClqgWziOTwWwTYmtL5aCuXQ9sFhvhbcfRFfU/Vtb+D5f7cix6vsYlMuZE04xzRY5zaxiExUFno/g5Qkg4l41BU2LCMJsVVBB0toDDO6EaquM8zrtoatT5b1P+7TWVgcvZo/Mp1JCN2CbrLZzLrPGs2T1++5A84ThfU1ivzXhJYyA6XVQtlPwI+TpuTBsMe4I1xzcwMPCzrVJs5E5MV9i0TsaiRCYRm5BKWmwYlU2d7Kxq4eBRiiux43JE3IirU8RVxGX1/5gQImgOZbl2i+/Z9JQcHYbdYsbhclPR2KFO2JdmivY60UMrLPiNpo/JOYZrZlzDP9b9g7u/u5sJiROYnDS5x/sGrYJAOs7lRlI3UmPCsFvNOJxuylU9lyaTuJbqLSLnfBgL57u9bvPUmDBiVG8MSuE8ZRLjTeJvQVlUC0DaZNj2AVRuVDfmCCHg1ezvf//7vf7f1dVFW1sbdrudyMjIkJ1UL168mNdee41ly5YRHu7Ppb3gggt8tw866CCmTZvGmDFjWLZsGfPmzevxXDfddBOLFi3y/b+pqYmcnMCduQZe3C7Y+oG4Pel0fcdKGiNKVBoKoeBrmHCSvuMNkdpWB82dTkwmxZ28pVO0l8lXX2QHqxTQbBa74Y3FIq4lRIRzgNbaWXjCP6Sqo4Qvir9gQe4CBYN6HefRQxfOfVEtqhznIK67s1H8HCnj1Y3bD1W+xqCK8s1lg1Rb1JAXG+lxYgNEd8d5dFq3TayKkPpb7A3ZiE1Xx3l7gy9DlqyDe7zLtJx4zCaRQVrZ1EHaUF9nJhPkHQEb/weF3xrCuUGfDNc5voHBSEI6zserFM7rvI04vY05x6ZGB084t1jF+qO+QPwbZsK5zBCXRiJlNHl7uMX2/Psym01kJUSwp6aVkvp2dcJ5eCxEJIgK0oYiSJuiZtx++PW0X7OpZhPLS5bzhy//wJJTlxAfHr/f/eTzqV449zrO4/d3nJvNJrITIthd3UpxXZu65zIxXwjnwzznfFdVkPLN2+r867qUCYwzuwER1eLxeNRk6Mu/P6NBaMAEXNdRX1+/17+Wlha2bdvGkUceqWtTzeTkZCwWC5WVlXt9vbKykvT0vsvXH3zwQRYvXsynn37KtGnT+rzv6NGjSU5OZufO3huShIWFERsbu9c/gyFQuALaaiA8Xv+SEZMJxnlFy52f6zuWBki3eWZcBOE2BS5lyRAyzn1RLXq7WntCRlk0h07OucPpprHVjKPucAD+ueGfePTO7Xa7uznOhx7VkqI6qgX8193Sc/PnYFHpawyqKN/cF9OSJt6/hkC613Fe2dSB263ja9BshlhvY6phENdS09JJZVMnJpPOpfFla8QxIQ+iknu8S3SYlfFpQixZW6SR6zz3CHE0cs4N+iFYc3wDAwNBR5eLglrhcJ2QplI43y2OicJFOtYrKO0KVs65zFOuH34CXVmwhHM53+rDrBC0BqG+3jelasftA7PJzL1H3UtOTA5lrWXc8PUNuNyu/e4XtKiWPhznADkJQWgQmjAyGoTurhHva0GLaYkbBWHRjE6JwmyCpg6nr6JZd9KmimPVFmFeNRgwmgQijRs3jsWLF+/nVNESu93OrFmz9mrsKRt9HnbYYb0+7q9//St33XUXH3/8MbNn91wa3Z2SkhJqa2vJyMjQ5LoNBsAWb0zLxFPU5FLLuJadS/u+Xwiw29cYVPGH9RAyzuWkrLyhA5ee4lxPyJzzEBLOa1vFB6G78QjCLeFsqt3EirIV+g7aXgce74dhLwJdIMiollpVUS3gv265ARAiVEvHuSrh3NcYdGj55iCu2WSCLpeHujadn8thlHMuG4PmJUURFaZjrIwvpmVWn3eTDULXFjVoM25et5xzp8LNL4MRgYo5voGBgWB3dSsut4fYcCtpqhqQA9QViGOiEMbGpgrhPGgNQn055wXBGX+QeDweyhrEPDEzaMJ572s3X5ymyqaS0G1OWKx23H6ItcfyyLGPEG4JZ0XZCv7x0z/2+n5Hl8uXha2+2WvvGefgr0RX2iA0cfhuaHVnV1WwGoNuEceUCQCE2yy+HnbKGoQmjgZrOHS1Dbv312CjWScBq9VKWVmZVqfrkUWLFvHss8/y0ksvsWXLFq6++mpaW1u5/PLLAZG92L156P3338//+3//j+eff568vDwqKiqoqKigpUVMAlpaWrj++uv57rvvKCgoYOnSpZxxxhmMHTuWE088UdefxcCL2w1b3hO39Y5pkeQeDiazeNNv0vc1O1SC0hjU1eUXngcR1ZIWG47FbMLp9lDVrHMkxL5I4TyEnteaZiFQJkUkcN6E8wB4bO1juD1u/QZtrRbHiARNNqNkVEtta6f+bnlJtNdx3hpajnPpCBhyhMZA6e44HyI2i9lXPVChe4NQr7soRJpB9YWcrOqeJ1vqdZz3I5zPzIkHYI1WjvPk8aLXgbPDfw0GBgGgYo5vYGDg/zyakB6jpmxf4nOcjwZgjBTOqw3hPBAa2rpo7xLGFdmQXRk+4bz3aJusYMVpyviYptBxnEsmJE7gtsNvA+CZ9c/wZdGXvu9JZ36U3UJchMIs7K52/1pcurz3ISdRPJdFdQqfyxHiON9VHSzH+TZxTJ3o+5LyTUqzBVInidtGznlABGytevfdd/f6v8fjoby8nL///e8cccQRml1YT5x//vlUV1dz6623UlFRwYwZM/j44499DUOLioowd+u8/eSTT+JwODj33HP3Os9tt93G7bffjsViYf369bz00ks0NDSQmZnJCSecwF133UVYmMJd/gOZ0tXig8EeA2OOUzNmeBykHwTlP4mYmIPO7f8xQaKgVgjn+ckK39ibysDjBot9UDEfFrOJ9NhwShvaKWto9zUkVEKsdJxXqBuzH6pbhECZEhPGFQddwRvb32Bz7WY+K/yME/N02qCT8SYaxLSAXzjvcnlobO8iPtKuyXn7RDY1DbWoFtWOc59wrk0VVHpcOFXNnZQ3djA1K06Tc/aIryw39B3nUqgYr2dZvMcjmnPCgB3n60sacTjd2K1D9DiYTGLDePM7Iq4lt/cqPYMDm2DO8Q0MDGBbN+FcKT7hXAhj41LF+EV1bXR0udTGRXa7juEm0EmhNTk6TO3vrLMFOhrE7V4yzqFbH6qgRbWE5pzw1NGnsqF6A//Z+h9u/uZmXjv1NXJjc/eKaVG6kSUjU+0xwgTVAz7HucqoFp/jvEDMa1X+TjTC6XJT6I3DUu44r5aO80m+L41JjYbNlb6GpUpInQJla6FyM0w+Q924w5yAhfMzzzxzr/+bTCZSUlI4/vjjeeihh7S6rl659tprufbaa3v83rJly/b6f0FBQZ/nioiI4JNPPtHoygwGxfaPxXHcArAq3KzIPdIrnH8b0sL5nhrxxq5UOJeTmtgskVU8CLISIihtaKekvp1ZPVeY6UOMN1e5OXSccbLELyU6jMTwRC6dcilP/vQkf1/7d+aNmofVrEM0hHScR2sjnIdZLcSEW2nucFLT4lArnIdYVIt0nKeqKqGWTWSih+44B0iPDWc9jVTo3YMgxBdJ3dlWKVweugoVTaWiesJkgfR+eq0kRxEXYaOxvYutFU1My44f+vh5RwnhvPAb4Pqhn89gRBLsOb6BwYHOdm9jUKX55o5Wfyyc13GeHG33fQ7trm5lsp6Ns3timDrO/fnmit3m0skdHieacfaCkXHeO3+a/Se21G1hbdVarvvyOl45+RWfM191TEt7zXZWR4SzNTGd6u8X43Q7ibHHkBeXx6zUWeTE5vgy15UK5/GjxDzW2S6MPbHDL9q4pL4dh8tNmNWsvg9BlTfjvJvjfLRX49mlsrpHjl+zTd2YI4CAFRu3W8d4AYMDjx2fiuN4xdE4uYfDd08Ix3mI4vF4/FEtSoVz7y73IGJaJJne8sRyveMg9sXXHDR0HOc13lxwmRN+yeRLeHXrqxQ0FfD2zrc5d7wOGzc+x/nQ880lKdFhXuG801dWpishHtWSGqM6qmXoGecAGd6/zYomvaNahkfGudvtYYfPca7j61rmm6dNBnvfPStMJhMzR8WzbFs1awrrtRHOc0VzYop/AJcTLDpmuRsMW4w5vkFI0F4PG96Ayk1CBBx9LIw+bli6GwNla4WCCqh9ka7uiASfu9VkMjE2NZrVhfXsrG4JnnDeVgOdzRCm2IE/SKRwrj7f3Lt2i+29MSj4o1rKGtpxuz2YzYr+pnzCeWhlnHfHZrHx0DEPcd7757GzYSeLli8ir0uYNVUI5063ky+Lv+R/2//HD+Xf4UhPBTph63/2u++4hHGcOfpnQBS1rQ5aO5369uiRWGziuWwoFJG3w1A4l41B85Oj1L3+Adrq/Gva5Am+L8tYLKWO8xSvcF5tCOeBoFnGuYFBwDSVQ8V6wARj5qkde5S3VL16a8g5WiWVTZ20d7kwm/yds5XQMPjGoJIMX4NQ1Rl6Xsd5U+g0B/U5zr3RHtH2aK6adhUAj699nMbORu0HlY5zjaJawC/817Qoai7oc5xXqxlvALjcHupaxUZIirLmoBo7zr3RSbpvag0Tx3lpQzttDhd2i5lcPXtJDLAxqOTgUUK8WKNVg9CUSRAWB12tRqahgYFB6LLuP/DodPjwT7D6Bfj2b/Cvs+DFU0JqbqcHzR1dPiewUuFcNvrbJ0t5rDfGYFcwGoSGx0FEorhdX6h+/EFS1hjsxqB9C+fp3j5UXS4P1arm89At47xM9DcLUVIiU3jsuMeIsEbwbem3LK35B+Dxubv1wOl2smTrEk568yQWLVvEt2Xf4vC4yHA6OSU8iysPupJrpl/DhRMv5ODUg7GarOyo38EDq+8lZuyjWKM3BSeuZZjFKEl8jUFVmMC6IxuDxo+CMP/YY5LF7YqmDlo6nWquxduclJodwkxjMCAGtDW1aNGiAZ/w4YcfHvTFGBxg7PxcHLMOhugUtWNHJQkhoXoLFK2ESaepHX8A7PG6zbMTIoeecRsIjUMXzoPuOHc0h4xDRQrnUngGuGDiBbyx/Q12N+7miXVPcPPcm7UdVO5oa/h35WsQ6nXQ644v4zx0hPP6NgcutweTCRKjFMTVgL85kNaOc92Fc+8iqbMROhrFIjgE2eZ1941OicJm0fF91tcYdPaA7j5zVDwAa4s1ahBqNkPOIeJzt/h7yJyhzXkNhj3GHN8gZFh2Pyy7V9xOnQwTThIVdBteF9GKz82Hyz/wu5FHGDu8AnVqTBgJquYYsF9jUEm+t3Ge7LeknIQ8aK8Twn761OBcQ4CUBs1x7o1A6aMxKIDVYiY1Jozyxg7KGtrVNbqPyQCTGdxdYo2i0ZxWDw5KOYgHj3mQ333xOyrcXxOW6iEr/mBdxvqm9Bse/OFBdjXuAiAxPJFzxp3DqVuXk7/nc0wn/QEOvmqvxzR2NvLurnd5bsNz1FFNRM6/uO/HMp5ceC+RNgVGu4R8YJl/w22YISNRxqis5gdh1gS/29tLXKSN5Gg7NS0Odle3aFNl2h+x2WCLEmaa+j2QPE7/MUcAAxLO165dO6CTKW2aYDD82eHNlx93QnDGzz1cCOeFK0JSOA9KY1DQJKpFmat1X8JiRCMVR7OIuAgF4bxlb8c5gM1s46a5N3Hlp1eyZNsSzhl3DhMSJ/R2isCRYnOUdsK5cse5jGrpahX5m3bFfwc9IDdBEiPt+oqskq52ITqDZosMuUjSXTgPi4HweNGsqrE0ZIXz7VUKGrF5PFC+XtweoGA9IycekwmK69qpbu7UpsIhZ65XOF8Fc6/q//4GBwTGHN8gJFj9kl80P/rPcOxN/j47Ry2CV86D2h3w6oVwxachMb/TGl++edAag+4tnOd5q7BkbKRyEvKgbM2wyjkPWsb5AB3nIAwU5Y0dlDd2MFPny/JhsQrxvKlUzAlDWDgHODr7aG497FZuW3Eb9qRv+KzqSRZ67sBs0mbuv6thFw/8+ADfln4LQHxYPFdPv5pzxp9DmCUMVv1X3LGHTcK4sDh+MfkXnDX2LH722j0Uuz9kTd1Szn//fB4+9mHGJegsgiZ4m5c1FOk7jk7ISBTljnMZi7KPcA4wOiWampY6dle3qhHOzWZIGS8ahFZvNYTzATIg4fzLL7/U+zoMDjScDti1TNwetyA415B7OPz4T+FiCUHkRFW9cD7wyVdvZPgc54qjWkDkrdU0i3LAEPggqGneXzgHODTjUE7IPYFPCz/lru/u4qWFL2ExW7QZVDrOh3NUiz0arOHg7BBxLSEknCuPabGECRFaAzK6VYN4PB59xbC4HK9wXiKyvUOQ7SryZBsKhfPeYt8r17AvYsJtjE+NYVtlM2uL6jlhigaLzJw54lj8/dDPZTBiMOb4BkGnYqOIZgE45kY47qa9v584Gi59F545Fqo2wyc3w+mPK79MvdlWGYR8c+jdce5df+yuadV/vtATMhJiGArnQcs4H0C1cEZ8BBQ1+K5VGXHZXuG8GLIHFlsXTE7JP4Mb/vcTYelv8Xnp29z8TRe3HXYbEdbBP7f1HfU8se4J3tj+Bi6PC6vZys8n/pxfT/81sXZvHwGPR8wbwS9S90C0PZojEn/BC6uzSRr9XwqaCrj0o0t5fN7jzErT8fcbP8r7wwyfCKXuyIzz0cmKhfOa7eKYPH6/b41JieL7PXVqG4SmTPQL5yFoIA1FjIxzg+BQ/J1wBUelQIay/e69kc3SKjb4XZ0hhIxqyUtSmG/u8WiScS4njDUtDjqdLi2ubODEeBuVNIdGFqZ0nHePapFcf8j1RNmi+Kn6J17Y9IJ2g8rc/mjthHMZ1VKjKqrFZPIL/yES11LTx3OpC81e4TwmTbOmaOle4by9y0VTh865dsOgGdS2SjFJ1VWoqNggjikTwTrw8nsZ16JZznnWLFEq3VgkNhYNDAwMgo2rC976DbgcMP4kOPbGnu8XmwnneudJa16GPV+pu0ZF7PB9HikWdOoKxDFx74zzXO/6o7nD6evvohTpth0mWcoOp9vXQF65cN7kjWqJ7TuqBYIYp+nLOS9VO+4gKWvooKthDp6qC7CYLHyw+wMu+vAiChoLAj5XW1cb/9zwT0558xSWbFuCy+Pi+JzjefuMt7n+kOv9ojmI5sidTeK2FKl7ISshAld7HtO4g4NTD6a5q5lff/ZrlhUvC/gaB0x8njgOQ8d5c0eXbx2bm6xQXwGo3SmOPZj6xsh+EkqFc6+Rx2gQOmAG1X73xx9/5L///S9FRUU4HHt/kL755puaXJjB8MDj8bCxtImvd1ZTWt+O3WpmbGo0x09MJSOuj0nDjk/FcewCfymmamIzxaSsvgBKfoCx84NzHb3gE85VOs7basHpdSAMYPLVGwmRNsKsZjqdbiobOxmlUvwPIeG8o8tFs1ec7MmlnB6Vzk1zbuIv3/6FJ9Y+wWGZhzElacrQBvV4RCYoDO+oFoCoZCHySQd9kFHvOK8Qx2jtSlrDbRYSIm3Ut3VR0dhBXIRNs3PvR4g3CHW63L6mZxP0FM5lTEvGtIAedvCoBF77oZg1RRrlnIfFQNpU0ZS7eBVMOUub8xqMKIw5voFSfvgnVG4QjSBPf6zvTeK8I2D2L+HH5+Hjm+HXXwVvDaEDUjQZm6rQce7s9G9u7+M4D7dZyIqPoLShnYLaVpJUmQYkUjgfJo7zyqYOPB6wW80kqcyod7u7ZZwPJKpFxmkGwXEOITsn3JeSetFwM8t2BHcuOJ4bvrqBHfU7OP/987l6+tVcOOlCEavSB42djby9821e2PgCtR21AExMnMj1s69nTsacnh8kX+/R6WDrewMmy7tBU9VoZcmFT3H98utZXrKcP3z5Bx457hGOzTl2wD/vgJEu+OZy8f5hVfy+MAQKa8VzmhRlJzZcx/XPvjha/e+zSb0L5zJGRgkyMkZmrxv0S8Czjddee43DDz+cLVu28NZbb9HV1cWmTZv44osviIsLzQxTA31Yvr2a0/7+Daf9/Rv++vE2XllVxAvfFnDLWxs58v4vuf71n3p3KOz4TByDFdMiyT5EHEtWB/c69sHt9lDo7ZCtNKpFvqlHp4Ft8Pl8JpPJFwlRpnpiFusVzpuCL5xLodVuNRMb3vM+5eljTmdB7gKcHic3fnUjbV1D7Ize2QQur7itoXCeEqO4OSj4HfOtoeE4Vy6cN3uF85g0TU+brmrRFOKLpILaNhwuNxE2C9kJOrrDpOM8PUDhPDcegPUlDThdbm2uJWeuOBpxLQY9YMzxDZTSVgfL7hO3j//LwKrkjv9/EBYrxPZNI2cjp7XT6XMAj0lROO+vLwQ8Ih6vhzljnteVuadmiHPTwZDgdcA3FIFbcfXqICj15ZtHqI21aavxzvtNwhTWD5nxQXKcD4MqxO6U1IvnMzshkkMzDuWN095gdtps2pxtPLT6IRb+byGPrXmMn6p/osMpfpcej4fSllLe2/UeN319E/Nen8eDPz5IbUctWdFZ3HPkPbx2ymu9i+YQUK+xLO/ctbS+nQhrBI8c9wgn5Z+E0+Nk0bJFrChbMbRfQk9EJoEtEuhWpT5MkP3jclUa+gBqRfNXIhIhKmm/b49O8cdiudweNdckHec1O4bF+2soELBwfu+99/LII4/w3nvvYbfb+dvf/sbWrVs577zzGDWq73ISg5FBu8PFn17/iUuf/56NpU2E28ycOCWN3x0/ll8fPZqDR8Xjcnt4fXUJJz76FasL93HL1ReK3S2TBcYcF5wfQpI1WxxLfwzudexDWWM7Dqcbm8Xk201WggYxLRLpaNC9CeG++BznwY8ikO7slOiwXifRJpOJWw+9ldSIVAqaCvjT8j/hdA8hQkPGmtijwa7dxCApKhiOc+8iLuSiWhQ5iXzCeYamp02PFc+l7n+bctIfosL5Dm+e7Li0aMxmHRe5FV7HeYDC+ejkaGLDrXR0udnqzWIfMj7hfJU25zMYURhzfAOlrHxC9MFInQwHXzqwx0QmwuG/E7eX3y/ctiMAWWWaGGUnPlKhW9mXb57fo9tfNgjdU6MwQkASmwlmG7i7hkW8mD/fPEiNQWPSwdK/i9bnOG8IlnA+PKJaSuv3fj5TIlP454n/5M7D7yQ9Kp2a9hqe3fAsF394MYe8cghzXpnDwf8+mIX/W8jN39zM+7vfp9PVyfiE8dx22G28d+Z7nD7m9P77WQWwFs+OF+u82lYH7Q4XNrONe4+8l/mj5tPl7uL3X/yetVUDawA+YEwmiJcNQodXzrl0nCut5gfR2Bp67b2WnRCJ3WLG4XSr6z0Qn+vvJTbMnsdgEbBwvmvXLk455RQA7HY7ra2tmEwm/vCHP/DMM89ofoEGoUVdq4OfPb2CN1aXYDbBL4/IZ8WN83j6F7NZdMIEbjp5Em9ecwRvXnM441KjqW7u5OLnVvHtzhr/SWRMS85ciEgIzg8iyfYK5yU/ioiLEKHA6+zISYzEalFYhqpBY1BJ0BznMaHnOE/ux6EcHx7PI8c9QrglnK9Lv+beVffiGezrUbqzNXSbg/9naHO4aHPonI0tkT9DqDjOW1RHtXgzzqP1cZxXNOm8aIoLbeFcSSO21lp/nmdaYDFMZrOJGaPEZ+RareJaZIPQ8p+gKwjNmw1CGmOOb6CMtjpY9bS4fdzNYAkgPXTur4XrvGY77Pxcn+tTjIxpUeo2h14bg0pk1WtBMBznZgvEeWMjh4FL2Sec9xVVqgcBrt3k+qyquUO7araBICNAQ3ROuC9y/ZoV7zchmU1mzhp3Fh+e9SEPHPMA80fNJyFMzNPane043U4sJgvTkqdx2ZTL+PfJ/+aN097g3PHnYhvApgYQkOM8NsJKdJh475QVD1azlb8e/VeOzDqSDlcH/7f0/9hev32gP/bAkNnrw0xw9fePU/w+W+PNN+8hpgXAYjb5qnt2qso5N1v8Qr6Rcz4gAlbkEhISaG4Wi82srCw2btwIQENDA21tQfhQNVBGfauDnz/7HRtLm0iMsvPKrw7l1tMmk9hDjtvBoxJ459ojOGZ8Cu1dLn79r9VsLvM2ugiVmBaA9IPAYof2OqgPneYze7ylRPmq39gD+LDujwxZCqja0SCFcyk6BhHZgCRlAA7laSnTWHz0YkyYeH376zy+9vHBiecyD1zDxqAAUXYL4TbxkaEsrsUX1RJiGefRitxEPse5dhnn4F806e44l4u4ptKQLAPcUaWgEVulN6YlcTSEx/Z93x6YmRMPwFqtGoTGjxLvkW4nlGnsQjIY9hhzfANl/PAcOJpF34UJpwT22PBYOPgScXvl37W/tiCwy5ttOzpZcWNQufZJyO/x21I4l4KTcuQG/DCIhCj1rndCuTEoiJ5FNosJtwcqmxVWkcrnsrVKZGOHOH1VENgsNhbmLeSR4x5h+fnL+eaCb/jw7A/57NzP+OGiH3jllFf44+w/Mj1leuCxPQE4zk0mf2W6zGSX1/fwsQ8zM3UmzY5mfvPZbyhp1nDDQuac1w8v4bywNgj946Cb43xsr3fxNQitUtkg1Mg5D4SAhfOjjz6azz4TwufPfvYzfv/733PllVdy4YUXMm/ePM0v0CA0aGhz8PPnVrG1opmUmDD+++vDOGzM/hlN3Ym0W3nmklkcOjqRlk4nV/3rR5qam2DPV+IO405QcOX9YA3zl8+HUM75nuogvbHLDtkaRrUoz9CTedAtlUGvIgg0E3veqHncOOdGAJ7d8Cx3rLyDLldXYIPq0BgUxORMxrVUq4prCbmoFrFhkByjqIza5zjXVjhPj1OUbxmdBmYreFz+TYAQQk5Ox6bqKFTIxqDpBw3q4TNHxQOwtrhBm+sxmfyu86LvtDmnwYjBmOMbKMHZCd8/K24fcd3gGnzO/TWYzLBnud/NN4zZLR3nqaHlOJfrkILa1sFXQg4FXyREkfqxA6SsW8a5UgJ0nJvNJtJipblJYeVZZKKIhgC/2B/CyDlyfxshJpOJuLA4cmJySI9KH7izvDcava/1+IHFo/lyzvd5LiOsETx+/OOMSxhHdXs1V312FTXtNT2dInCG0d9ld2SvhjzVGec1XuG8F8c5dBPOlTYI9eacG47zARHwTOXvf/87F1xwAQC33HILixYtorKyknPOOYd//vOfml+gQfBxutz833/WsKW8ieToMF69cu6AhYYwq4WnL55NTmIEJfXt/HvJf8DZLnbFAyxb1w1fXMsPwb2ObhQEa0fUN/nSQjiX4pziOAAZa+FyQLtG8QaDpLpFTLpSogce7fHzST/nlrm3YMLE/3b8j0s+uoRdDbsGPmird1KksXAO/riWGlUOlRCKaulyuX3NjgN5PodEszduSOvmoLGKHOdmi79RVYiV5rrcHnZ7HXRysqoLg2wMKpnhdZzvqWmlvrdm24FiNAg16AVjjm+ghI1vCtdpTAZMOXNw54gfBWPni9tr/6XZpQWLoDnO+xHOcxIiMZtETF+VSneyxNcrJfQFOr9DWbVwHnh/KhknU6bS3GQyDZucc7fb46uYlutZZQTYb0xu1MhM9u7EhcXx1PynyIrOori5mKs/v5pmhwY9c4ZhVEtLp9PXqypXZUW/xwO13s3dXjLOoXsslkLhPFkK54bjfCAEECgnSExM9N02m83ceOONml6QQeix+KOtfLuzlki7hX9dMYexqYHlwcZF2njsgpmc+9RKIgq+EK+6cQt6bEITFEKwQah80xytXDjXMKolWI5za5jIzm+vFy7XyMT+H6MTNc3SoRyY0HrBxAvIjM7kxq9vZGPtRs5991zOGncWv5j8C/Ljei6n9aFTVAv4I2dqtRLw+iOEolpkPI3FbCJBReMupwPaasVtjZuDKt3UissRjpTGYmCu/uMNkJL6NhxON3armewEHZ0ng2wMKomPtDM6OYrdNa2sK2nguAka/F13bxDq8YTOZ/EA2VbRTEeXi+neTQUD7TDm+AZKWP2COB7yqwE1M+yVmb8QfZN+ehWO/8vQzhVE3G6Pr/nmGD0roPbF5fQ7RnsRzu1WMzmJkRTWtrGnptXnVFaGT6ALbeHc4/EEsTmoV4SOG1hUC3SP01RsborNEiJiiJkp9qW21YHD5cZsQu1rvrNZNEyGAVcQZPfiOJekRqbyzIJn+MVHv2Br3VZ++8VveWr+U4Rbh/BzJWjnOO90dbK1bit7GvdQ3FxMl6uLKFsUOTE5TEuZRnbM0PuugT+mJTHKTlyEws+K5nJwtIDJ0mskFuxd3aMMKeTX7ByW6wHVBCycz58/n4svvpizzz6b2NjA8zoNhhdvrS3huW9E/t1DP5vOpIzBPeczRyXwqyPzOP47kanamT8PRZ7N/smeJY4VG0T5qDW4V+Z0uSmqC0LXZ0ebX6jToDmonDjWtTro6HIRbuuni7iWRKcL4bylAtImqxt3H3zNJAfhUD46+2jeOv0t7l51N8uKl/H69td5ffvr5MXmcVjmYYxLGEdGVAbxYfFYTBYsZgtWs5Xw5hLCzWbCI+KI8HgCz9brAxnVotxx3l4Prq6gLoqlSyEpyo7ZrGBiITcLzFaI0HbzR0a1NHU4aXM4ibQHPBUYOD53UWgtkmQjttHJUVj0ej672kXzOoCMwQnnADNGxbO7ppW1RRoJ5+nTRLl0ex3U7uozczHUeP3HYv7fOxtJjLTzwe+OIqGHHisGg8eY4xvoTs0OsWlnssDMi4d2rvELITJZxJrtWe53oA8zyhrb6ehyY7OYyElQ6FZuLBb9LixhfW7Q5yVFUVjbRkFNK4eO7jumU3OGScZ5U7uTVofo5aLecR5YVAsE0dwkn8+m0JoT7ovcBEmNCcdmGUSU1GCRz2V43ID74viiWnpwnEtGxY7iqflP8ctPfsnqytVc/9X1PHLsI1jNg5z/yw2t1mpwtII9ML3C4/HwTek3fLDnA5YVL6O1q3exeGz8WC6YcAGnjTmNSNvgjS6ywXFusGJaEnLB2vucVcbHlDd2qNNNEkeLyDNHs/gc1bin1kgj4HeCKVOmcNNNN5Gens7PfvYz3nnnHbq6AszgNRgW7Klp5Za3RGOo3x4/lpMOGprr8Q8zzeSaq3B4LLxQlqvFJWpDQj5EJoloD1lWH0RKG9pxuj2EWc1kqNzllh/W9hgIjx/y6eIibL5mkrpHQuyLjLZoDm6DUCm2Buo4l6RFpfH48Y/zwokvcGz2sVhMFgqaCnh166vcufJOrv78ai784ELOe/88znn3HM54+wxOdGzlmNxs5m57ikP/cygXfXARd668ky+KvsDhGppTXGZ716jKOI9IFItr8EfQBIlA8+qHjHztRqcNLv+1D2LCbUSHicmysgahoSacVymIaaneCh63EHaiBx+3M3NUAgBrizSKnrLaIfNgcbt4+OScP750B9e/sZ6OLjdj02IIbgeLkUmw5/hPPPEEeXl5hIeHM3fuXL7/vvc4oWeffZajjjqKhIQEEhISmD9//n73v+yyyzCZTHv9W7hwod4/hkFfrHtFHMfOH/oi3Wr3R71sfHNo5woiu70xLaMSI7GqFOl8MS35fc4zgtogVAp0jcXgdqsff4BIt29SlF2tUcjp8PfDCSSqJV5h5WF3QnROuC/y95KhunrAF9MysHxz6BbV0k/1wKSkSTx2/GPYzXaWFS/jjpV3DL5vQUQChMWJ2wG4zt0eNx/t+Yhz3juHa5Zewwe7P6C1q5XE8ETmps/lvPHncenkSzlr7FlMS56G1WRlZ8NO7l51NwveWMBLm17C6XYO6pKlkztfZUwL+BuD9pFvDsIJHxMu1maFtYqasVvD/O+xUuA36JWAP53/9re/UVpayttvv01UVBSXXHIJaWlpXHXVVSxfvlyPazQIAl0uN9ctWUebw8WhoxO5bv74IZ8zvGApAKvck3j8m3J14lt/mEyQ5XWdlwQ/rkVOTHOTItU4WyUyPzAuW5NSHZPJ5MvQU+5okM0UW4LbkNAntg4xE3t2+mwen/c4X13wFY8e+yg/n/hzjs4+2uc6T41IJTE8kVh7LGHd5kBtzjbW16zn9e2v8/svf8/81+fz9E9P09Y1uA9kn+NcVVSL2QxRyeJ2kONalAvn8rU7BMG1L6Tr/EAVzndWKSiLr9oijqmThvSeOtMbSbKuuAG3WyO5OOcQcQyh3h598eK3e3joM+He/93xY3nxskNINNzmmhPMOf6SJUtYtGgRt912G2vWrGH69OmceOKJVFX1/N6/bNkyLrzwQr788ktWrlxJTk4OJ5xwAqWle2fnLly4kPLyct+/V199Vdefw6APXE5Y5/39D9VtLpl6jjhueU9UjQ5DZAWUrhu5PdFPvrlEOiGDIpzHZgpHpMsR9HlgXwQt37y5DPCIKrLIgVcDBM9x7o2TCfGM89KGgTUG1RxfY9CBb4JIx3llUwddrr43lw5JP4S/HvNXzCYzb+98m0dWPzLoSyUhsBiljTUbueiDi/jzV39mR/0OomxR/Hziz/nXSf/iy/O+5LkTn+P/Hfb/+NMhf+LOI+7klVNeYfkFy7lxzo3kxOTQ5GjiwR8f5IL3L2BjzcaAL7fAp68oFs5r+s83B6GbBGWTUgr6tYZw3h+D2tY2m82ccMIJvPjii1RWVvL000/z/fffc/zxx2t9fQZB4vGlO/ipuIHYcCsPnzdDm1L2HZ8CsC32UFodLp79evfQz6kVUjgvWxvc68D/Zpmn+o1dClsa5JtLMoLlaAgBx3lrp5M2b9mmVmJrrD2WebnzuGnuTTwx7wnePP1NPj33U5aet5Tl5y/n2wu/5ceyen7aU8SqE1/lnTPe4YFjHuCiSReRGpFKfWc9f1/3d05/+3S+Lvk64PGVNweFkGkQOpTYnUHhawyqT9mcbBCq+6JJOqBCTDj3CxU6vs9WbRbH1KHFRU1MjyHcZqa5w8lubw7ukMn2CufFoS+cr9hVw10fiE2IPy4Yz6ITJqjdVD7ACNYc/+GHH+bKK6/k8ssvZ/LkyTz11FNERkby/PPP93j/V155hWuuuYYZM2YwceJEnnvuOdxuN0uXLt3rfmFhYaSnp/v+JSQk6PpzGPTBrtyJgOsAAQAASURBVC/EpnBkkohZ0YKcQyEmEzqbYNeX2pxTMdJxPlq5cC6iOPsVzoORvSux2EQuNoR0znlZY7Dyzb1zq9isgDboZa+bsgbVwnlomin2RWa/Z4Z4Y1CA5Kgw7FYzbs/AzDDzRs3j9sNuB+CFTS/wwsYXBnOlEO9ND6jvu0FofUc9t6+4nZ9/8HM21m4kyhbFNTOu4ZNzPuGmuTcxI3UGZlPPkmSsPZaLJl3Ee2e+xx2H30FcWBzb6rfxiw9/wStbXgnIMS9d3HnJiqNapCDdj3AOfu2nMBg557W71I05TBlSPVhFRQVPPfUU999/P+vXr+eQQw7R6roMgsiGkkb+/qXYHbvnrIO02W3tbIGCbwGYcszPAPjXykLqVDlX+yNjhjiW/xTUywD/jmi+noJOTwziw7o/guZoCAHHuayoiLBZiArTMUO6O13t4GjGDETGZTM6fjQL8xZy45wb+eTcT1h81GKyorOobKvkmqXX8Pjax3F7Bl76mhytOKoF/MJ5S5CF8+ahxe4EjNz00Us4l47zJlWO89DJJ/V4POz0CudjVTnOh4DVYmZadjwAa4oahnZNkuw54li1GTqatDmnDjS0OfjDknW43B7OnpnFtccPnzz24Y7KOb7D4WD16tXMn+/PqDabzcyfP5+VK1cO6BxtbW10dXXt1eAUhDM9NTWVCRMmcPXVV1NbW9vneTo7O2lqatrrn4FGrPu3OB50Xp9ZrwFhNsPEU8Tt7R9rc07FyA1RXTdye0I6zhPy+rybdGgW17UPPtphKPhyzkNXOC8NluPcl28+8Mag4BfOa1o66XS6tL6q3on1zgmbQttx7t8IUf18eufKAZjYzGaTL66lpI+c8+6cNe4s/jDrDwA8vPphlmxdEth1gl84b+hZOPd4PLyz8x1Of/t0/rfjf3jwcOroU3nvzPe4evrVxMmolwFgMVs4e9zZvHvmuyzIXYDT42Tx94v581d/pt05sJ95T22QjIk1A4tqAX91j9JNyiTvvNqIaumXgIXzpqYmXnjhBRYsWEBOTg5PPvkkp59+Ojt27OC774ZPVqZBz3S53Nzwv/W4PXDa9ExOm56pzYn3LAd3FyTkc+jsOUzNiqXN4eLllQXanH+oZEwXx5ptoklmENnj3RFVnsE1iOYy/SEnZuod516xsTl4wrnyaA+AFm8Zq8UuGst0w2q2csroU3jrjLe4cOKFADyz/hn+37f/b8B5cclet3Wtyg0vn+M8yFEtqh3nvqgWfYTzDFVRLdIp1tEAnc36jjVA6lodNLSJ3ObRySqE86E3KJ45Kh6AtVoJ5zFp3lxDD5Su1uacOnDne5upbOpkdEoU95x1kKbNjg32J1hz/JqaGlwuF2lpe0dTpaWlUVExsM/xG264gczMzL3E94ULF/Lyyy+zdOlS7r//fpYvX85JJ52Ey9W7UHTfffcRFxfn+5eTo52Z4ICmowm2eYXtmRdpe+7xJ4rj9k8gGMLuEJE9N5Q7zusLxDExv8+7ZcVHYDZBe5fLNxdSSnxgkRDBQDq3s4ImnAf2PpUYZSfMKmSgykaFz6kU+DuboKNR3bgBIp9PaQBTxiBNbAPNOe/OL6f+ksumXAbA3avu5m9r/haQmcr/d7m/cF7UVMSVn17JX779Cw2dDYyNH8uLC1/kvqPuIyUyZeBj7ENieCIPHfMQNxxyA1aTlY8LPuaqT6+isbPv11Jrp9O3LlcqnDs7/ZshSf0bP/KCEdWSbES1DJSAhfO0tDRuueUWpk6dysqVK9m2bRu33norY8aM0eP6DBTz/Dd72FzeRHykjdtOG/pi34c3poVxJ2Aym7nqaPF6eWVVEQ5nCDR7iUmHqFTRyK0y8NwsLZGOc/nmqQzfLvfAG5L0h89xrroUMASEc19j0GiFObyygWZUaq8lmxHWCG6eezN3HXEXFpOFd3e9y20rbhvQZEkK5w1tXf3m6GlGdKo4BjuqJVjNQWPS+r7fIEn3bWrp/LcZHuvfxAmR0lyZb54VH0GEXacmXh2NfkdV6sQhn25mjsYNQsHvOg+B3h49saaonjfXlmIywUM/m67fc2XgY7jO8RcvXsxrr73GW2+9RXi4v7T+ggsu4PTTT+eggw7izDPP5P333+eHH35g2bJlvZ7rpptuorGx0fevuDh0qmWGNds/BlcnJI+HtKnanjvvKLBFirznig3anltnWjqdvsovpY5zj8cveCX0LZzbrWbffL5IVdO67kj3bQhVru1L0DLOB2l6MplM/rgWleYme5RoLAkhnXMun0/1GyGBO86hm3A+QMe5ZNGsRVw9/WoAntvwHNcvv54mxwCrrBL2j2rpcnXx3IbnOPvds1lVsYowSxi/P/j3/Pe0/zIrbVZA19YbJpOJiydfzLMnPEuMPYZ11eu45KNLqGjtfc0vY1riI23ERdo0uY4B0VAktCVblH892wdS+1HWHBT8Tvj6QtFs2KBXAs4PePfdd5k3bx7mPrpvGwxPimrbeORz0XzrlpMn+USyIePxwI7PxO1xJwCwcEo6KTFhVDd38vGmCk7Xytk+WEwmyJwhBP7ynyBnTlAuw+F0U1LvdZyrFs59u9waOs7j5aRMdVSLV2xsqRSvvyC4FIPiOJeu7Oj+d/PPHHsmMbYY/rj8j7y7613So9L57czf9vmY+AgbFrMJl9tDbYvDJ77qSohEtfg3QkaY47xJwYIpLkcIyY0lQ44t0YJd3jxZfWNatopjbNZ+1R+DQTrOt1c209rp1Cb+KfsQ2PgGlHw/9HNpjMfj4c73REb8uQdnM3OUkUutgmDN8ZOTk7FYLFRW7t2XpLKykvT0vt8DH3zwQRYvXsznn3/OtGnT+rzv6NGjSU5OZufOncybN6/H+4SFhREWpvBz+0Bh8zviOPlM7edktnAYfSxs+1C4zjP6fh2EEnu8n0dJUXbiI1UaLaqhqw0wDWjen5sUSWlDO0V1bczOS+z3/poyLBznQRbOYwOLagFhbiqobVNfFRyXDe314trTNDTpaYTD6fZVVmSozKx3OvyGr0Ad5wnScR6Y4GoymbhmxjVkRmdyx4o7+LTwU9bXrOeeI+5hTkY/WogvqqUIj8fDp4Wf8tiaxyhqFn+nh2Ycyq2H3kpOrD5VW7PTZ/PSwpf4zee/YXfjbi768CKenv80YxP2d3YX1YnfS26i4nzz7g2YTSaaHE38UPEDJc0llLeW43Q7ibXHkhSRxMGpB5OTmAcIU1O7w6XGMBKTDvZocLRA/R5ImaD/mMOUgGfGCxYsMETzEYjH4+HmtzbQ0eXm8DFJnDtLO/GUyk3CeWeNgLwjAOFeuGiumAi9tKJAu7GGgoxrKV8XtEsoqmvD7YFIu4VUlYKr2+V3R2qacS7jIIIU1dLVFrR4iKBGtUQNrAxuXu48bj/8dkDEtiwvXt7n/c1mE4lRinPOQyWqRbnj3Dt51slxnharKKoFQi7n3N8YVE/hXDYG1WajIC02nKz4CNweWF+iUXlzjjezuuSHkIs3ePenMtYVNxBpt3D9icYkXhXBmuPb7XZmzZq1V2NP2ejzsMMO6/Vxf/3rX7nrrrv4+OOPmT17dr/jlJSUUFtbS0ZGhibXbTBAOpv9BprJZ+gzhoxr2fGJPufXCZlvPlp1vrl0icZmgrX/ec0or+Ck1Akp8WWch8YcYl+6XG4qvVUDypuD+tZugxDOpblJdVWwL+c8NKoQ96WyqQOPR2gVSVEKN7OaSgAPWMMHvI6TDCaqpTtnjj2TFxa+QE5MDhWtFVzx6RX89ovfsqlmU+8Pih9Fu8nEm9Yuznv3HP60/E8UNReRGJ7IPUfewzMLntFNNJeMSxjHKye/wui40VS1VXHZJ5exsWb/5IBir3CeEwThvNMEb8XG8stPfsnRrx3NdV9ex4M/PsgrW15hybYlPLvhWRZ/v5jz3j+PM9+bT0zW25jtlRTWKYprMZkgyVtVaOSc94mijnUGoc6ba0r5ZmcNYVYz92qdIypjWvKPBpt/J/7nc0fxxJc7WV1Yz8bSRqZmDd2VNyR8wnnwGoT6YlqSotRmuTaXg8cFZqumzQhlaWd9W5e6nVMQpYD2GHA0C9d5eKyacbtR3SLKnZQ5lMEvLkf1Xw4mOXPsmWyu3cyrW1/lpm9uYsmpS8iJ6X2ikxwtKkWUCechENXS0eWiuUPkwCsRzt0u/88bo4/AI/82a1ocOJxu7FYdxTKfcB4aiyQZ1TIcGoN2Z0ZOPKUN7awtruewMUlDP2HaQWKB1l4PtTv9OYdBpqPLxf0fCcf+NceOITVWsRBhEBQWLVrEpZdeyuzZs5kzZw6PPvoora2tXH755QBccsklZGVlcd999wFw//33c+utt/Kf//yHvLw8XxZ6dHQ00dHRtLS0cMcdd3DOOeeQnp7Orl27+POf/8zYsWM58cQTg/ZzHpBs/0TEtCSOgbQp+ozhrWil5EdRoTaAyrtQQFZA6bqR2xO+mJa8Ad19lLdpnRSglNLdcR6kKtK+qGzqwO0Bu8VMcpTiapWmMnGMDdzwlumdByoxUHQnxOaE++KrHogLV7sW7x67E+C4Psd5gFEt3ZmROoM3TnuDB398kDe2v8Gy4mUsK17GlKQpHJ55OOMSxhFnj6PD1UFhUyE/VPzA6lHZtJlN0LCDCGsEl025jEunXEqUTd1GYHpUOi+f9DLXLL2G9dXrueKTK/j7vL9zSLq/oXmxt5p/lELh3OFy8HLJ5/wrJ4s6ZzFUiI2//Lh8JiZMJCM6A5vZRrOjmaLmItZWrRUxObHfERX7HX9Z+Q2Lj725Rwe95iSNE/qXkXPeJ4ZwbkBtSyd3fyDccb+fP077bG3pMhl/wl5fTo0J5+SDMnhnXRkvrSjggZ9N13bcQMmYIY5VW0QzhwE4MLRGdlFWHtPiK/XLBLN24nZsuJUou4VWh4vyxna1jY9i0qC2WTh3gyAIBSeqxZtxHuCC8frZ17OpdhPrq9dz/fLr+ffJ/8Zq7vnjQWa217YoykELgagWuUlgt5iJDVfwsdlaLTLxTOaAXScDJSHSht1qxuEUTildXRghtkjyO851fJ/1Oc61K0OeOSqeDzaUa9cg1GqHzJlQtFK4zkNEOP/fmhLKGjvIiAvnV0eNDvblGCji/PPPp7q6mltvvZWKigpmzJjBxx9/7GsYWlRUtJcb/sknn8ThcHDuuefudZ7bbruN22+/HYvFwvr163nppZdoaGggMzOTE044gbvuusuIYlHN5rfFccqZ+omesZmQPg0q1sPOz2DGz/UZR2Pk55F6x/kecZRxC/3gc5wHQziXcwhnO7TVQlSy+mvoAyk8p8WFYTYrFFodbaLxOkBs4CYL6ThXH9XidceHyJxwX2Tmu/LYnUE2BgW/47ysoQO32zPo12GkLZJbD7uVX0z+Bc9teI4Pdn/AptpNbKrtxXluNpHV5eT80adx1uE3Ex8eP6hxh0pcWBzPLniW333xO1ZVrOLqz6/m4WMf5ujsowF/VIsqx/mayjXcsfIOdrfuBouFdFsMF077FQtyF/RqTnO6naypXMONnz1FlftHtjX9wLnvnct5E87jdzN/R7RdRw1Fzv9rdmpyOo/Hw+a6zWyt3crOhp3UttdiMpmwmq3kxuYyLn4cM1JnkBA+vGIYDeHcgLve30x9WxeTMmK5UutFans9FK8St8cu2O/bvzg0l3fWlfHBhnLuOGMKkfYgviTjsiEiEdrrRLxM1sHKL2GPrzGo4lIi34e1do1BQWSnpceFs6u6lYrGDrXCeXS6cFG2VPZ/Xx2Q+XgpKh3nAUa1SGwWGw8d8xBnv3M2m2o38cqWV7h0yqU93lc66NVHtVSD2w1BiBHovgmixH0iY1qiUjTdyOqObAxVWNtGhe7CuWzsFfxFUkeXy1fKmq+rcK6941zmnK8tasDj8WjzWsyeLYTz4u9DQmhyuT0885XIhLzyqNGE24yGoAcS1157Lddee22P39u3oWdBQUGf54qIiOCTT4ZXbMeIpLNF/5gWyfgThXC+Y/gI57uD5TiXUS0JgQnnRcEQzq1hovquuVw45UNMOJdN1jNiFQutzeXiaIuCsMAra6XjPHhRLWVqxx0g8vchKzOVMcjGoADpceGYTeBwiXz2tCFW6uXH5XPPkffwh1l/YHnxctZVr6O4uZgWRwt2i530qHSmp0xnzob3mbDnU8xTciFIorkk0hbJE/Of4E/L/sSykmX8/ovfc9/R97Ewb6HvfUtvx3mzo5lHVz/Kf7f/F4BEN/yxtpaTznoc25hj+3ys1WxlTsYcTs2I5/GvvmPshGVUuH7g1a2v8lXJV9xz5D2aNVjdjySvq32IjvOCxgL+u/2/fFb4WZ/NWgEsJgtzM+ZyUv5JnJx/MnaLwlikQWII5wc4y7dX8/a6MswmWHz2QdgsGotSu74UESApE3ucnM3KTSA3KZLC2jY+3VTJmTMDz2jTDJNJxLXs/lKUqwRBOJeO87wk1Y5zb8MdDRuDSjLjI9hV3aq+QajMhm7u+41bL2q8YmuyUse515UdQFSLJD0qnUWzF3HHyjt4Yt0TzBs1j+yY/V8P0nGuXDj3uISzJlJxUyr8wrmy51K+ZmWTW51IixXCebnef5shlHFeUt+GxwNRdot+m1ot1dBWA5ggWbt87imZcdgsJmpaOimpb9dmsyPb2/yp5Iehn0sDPtpYTmFtGwmRNi6Yo282poGBgQJ2LQVnh4gESde5aefoY+GrB6Dgm5CM9NgXt9vDHl/GeZCiWgboOM9NFOuS6uZO2hxO9UanuByvcF4MWTqJR4NEOs7T44KUbx6bOajXetAc57GZ4hiywrn4fWSpzqsfgonNZjGTHhtOWWMHJfXtQxbOJckRyZwz/hzOGX9Oz3co2wV86t+ICzJhljAePu5hbvnmFj7a8xE3fHUDLZ2tlNSL+bKewvnSwqXcu+peqtqFie2sMWfwxy+fJM7lDKiiMz85Ek9XEkltV3LXaVdx+4rbKW0p5fKPL+fX03/Nb6b9BovWpiqf43xwwvm2um08vf5pPi/8HA+iZ1KENYKZqTMZEz+GjChREdPh7GB342621G5hV+MuVpStYEXZCh5f8ziXTLmE8yacR4RV8YZVAAzqU2/p0qUsXbqUqqoq3G73Xt97/vnnNbkwA/1pczi55a0NAFx2eD7Tc+K1H0Tmm4/b320OwvV45ows/rZ0B2+tLQ2ucA57C+dBYE91kKNaBrHL3R+yQWj5IBuWDJpob1Z7i3rh3OPxBNdxPshsz7PHnc37u99ndeVq7v7ubp6c/+R+rlbpOFcW1WK1Q3gcdDSKny8IwnmN92dNiVa0Gy5fszrlm0vk32alKuG8qUzkt+vkoh8Ie2qE6yQvWcc+EtVet3lCHti1m6SH2yxMzojlp5JG1hY3aCScezMgqzaLBn5hMUM/5yDxeDw8uWwXIOYkQa1AO4Ax5vgGmrLd6/qfcIr+QnbWbNG3obUKarZDSmg3Fi5rbKejy43NYiInQbFYUB9YxnlcpI3YcCtNHU6K69qZkK74syI+B0q+FznnIYbPca5cOPc6zgcR0wJ+h7zyPlTyepvKQnKDy/d8qo5qkSa2Qa7FsxIiKGvsoLShnVm5iiIwuvcfCBFsZhv3HXkfUbYo3tj+Bnd8dzvEnYil/jhd/kYrWyu5d9W9fFH8BQC5sbnceuitzLEnweePgzUioPWcNE8W1LRxaMY83jjtDe7/4X7e3vk2T/30FBtrNrL4qMXEhWnYG1A6ztvroK1uwGvtuo46Hl/7OP/b/j+fYH5s9rGcOe5Mjsg8gnBr77/voqYiPi74mCXbllDVVsWDPz7Iv7f8mz/O+iMn5p2otr/AAAnYXnzHHXdwwgknsHTpUmpqaqivr9/rn8Hw4eFPt1NS305WfAR/PGG89gO43f7yzHEn9Ho3KZZ/vaOaqmbFruR9yZwhjuXrlA/d0eXyubKVC+dDyFXrj3RvqVt5U7Ac5+qjWpo7nTicQnBQm3E+eMc5gNlk5rbDbsNutvNt2bd8WfzlfvdJ8grn1aoc5+D/eYLUIFR5Xr18zcbo6ziX7ijdHefR6WCygNsZtOgkSaGKqh5fTIt2+eaSmaPEYmhtkUbzrdgM8b7vcUPpam3OOUi+3lHDprImIu0WLjlsYC5IA20x5vgGmuJ2+4Xz8QoastrC/ZuBBV/rP94QkTEtuUlRWLWu+O0Ll9NvmBlgVAuI64QgxbVIgS4EKtf2paJJGIOC5zgfnOksNsJKpFcsV+o6j/E6zp3tItI1xPA1Bx1GGefgzzkfSoPQgInPE8eG0HCcSyxmC7ceeiuXTxHNxcNSPyFu1Bu46NJsDLfHzZKtSzjznTP5ovgLrCYrVx50JW+c9gZzMuZAnbePRGJ+QDGjcn1S0dRBu8NFtD2au464i3uPvJdwSzjflH7D+e+fz7a6bZr9LNij/O8jA3Cdezwe3tv1Hqe9dRpvbH8DDx4W5i3krdPf4vF5jzNv1Lw+RXOAUbGjuGraVXx89sfcefidZERlUNFawfVfXc9lH19GY2ejFj+ZpgRs53nqqad48cUX+cUvfqHH9RgoYl1xA89/K/6g7z5rKlFhOji7yteKcnV7DOQc2uvd8pOjmDkqnrVFDby7riy4zcBkGWnVFuXOyMJaMRGNCbeSGKU452kIuWr9kXkAOs6l0BoTZlWX0evqEjvFMKSGkvlx+Vwy5RKe2/Acj6x+hKOzj96rUag/qkWR4xwgOlXkrrVWqRuzG9UtQlhWVj0gX7PyNawTGd5STrno0w2LVZTmNhaLxbos0w0CSvpI+BqDapdvLpk5Kp4XV6Bdg1AQQlNjsYhrGX2sducNkJdXFgBw3uwcElR/BhoAxhzfQGNKV4t1QFgs5B6uZsz8o4VoXvANHPIrNWMOEl9jUNVmmaYSEX9nCQtonjEqMZINpY2+DWilSDExhJytkopgOc5lxvkgqxNlr5td1a2Uq+xDZQuHyCTR6LW5PCiVpH3hE85VPp9ut38jZAiOc4DSBoUbW3JDq74w5KoHTCYTi2YvorIukg/KnqQr4kcu+egS7j/qfvLi8oZ07m1127hn1T2srVoLwEHJB3HbYbcxIbFblVOd6NdDYmC6VkKUnbgIG43tXRTWtTIxXfQvOG3MaYxLGMd1X15HaUspF394MbcediunjTltSD+Lj6Sx4jVYuxNGze31bjXtNdyx8g6WFS8DYGLiRG6acxMHpw0u4thmsXHWuLM4Kf8kXtj0As9veB6Xx0WsPfC+DXoT8Pa2w+Hg8MMVTX4MdKHT6eL613/C7YEzZ2Ry3ITBuVP7RbrNxxwr4hb64Gyv6/yttaX6XMtAScgHW6TIY6zdpXRoKejk6xkh0BMej66Oc1nqprurdV+C6DhX7lAGaK0RR5N5yJPQX079JfFh8RQ0FfDmjjf3+p4/qkWl49zbCKolOI7zmmZvVMuIc5wr/NsMkZxzuUGpxnGug3CeIxznm8ua6HS6tDlpjjfnvDh4OeelDe18sVVsjP3CcJsHDWOOb6Ap2z8Wx7HzwGJTM2bekeIoc85DGF9j0NQgNQaNzwnICTkqSWw4FwfFce79XGgIQce5L+NcsUNZZoQPwYwgXdVlqs1NMaGZc97S6aSpwwkojmppqQSXQ6zhBrkRkp0g/j7VOs69ukFXa0hWDwCkm46nveiX2Ihic+1mznv/PJZsXYLLHfgcurGzkcXfL+b8989nbdVaIqwR3DjnRv510r/2Fs2hm3CeH/A4eckyrmXvTcqJiRNZcuoSjsg6gg5XBzd/czP3rrqXLpcGTnqZc95Lg1CPx8OHuz/kzHfOZFnxMqxmK7+b+TtePeXVQYvm3Qm3hnP19Kt576z3uPOIO0dGVMuvfvUr/vOf/+hxLQaKeGzpDnZUtZAcHcZtp03RbyA5Ye4jpkVyyrRMrGYTm8qafA6MoGA2+8vrKzcqHTpojUHb68UHHujSHDRDVRzEvgTRcS4bZyarzDeXMSaRyUOulIixx/Cb6b8B4B/r/kFbl3+R5BPOWx243YoWpcGOalH9fEoXkc6Oc1lWXKFEOPdOrmV5eJDwO851ep/1eHQVznMSI0iKsuNwudlU1qTNSbs3CA2S0PTqqiLcHjh8TBJjVDfJM/BhzPENNMUX07JQ3ZhZs0SmbGs1VGtYyq4DQXOcNwSWby6RjfUKgyKcd3Och9CGiMvtodJrllGfcT504TxD5TywO74GoUE2zO2DrI6ODbcSrUc1fm9IU0lM5qA3GX1RLSo3QWwR/irnEIxRArHR52oby/mZjzI3Yy7tznbuXnU3P3v/Z3xV8hWeAbyf1LTX8OjqRznxfyfyypZXcHlcLMhdwDtnvMNFky7quVnnIB3nAHneTUrZl6k7cWFxPHH8E/x62q8BeHXrq1z28WVUtA5R70jqvUFoTXsNi5Yt4oavb6Cxs5FJiZNYcuoSrpx25V5V6VqQHpXO6Lggpk/0QcA/aUdHB8888wyff/4506ZNw2bb+4/74Ycf1uziDLRnQ0kjTy0Xf8h3nzlVv3LopnIoE+UrjOs/1zAxys5hY5L4ekcNn2yq4Jpjx+pzXQMhbQqU/giVm2Dq2cqGlY1BdRN0ekN+0EWliA9AjZHiXGO74uYz0q3b0Qhd7br8bL0RHMe5bAyqTQXJeePP45Utr1DcXMy/Nv+LX08XH9BJ3qgWl9tDQ3uXmlghOSkLVlSL6udT5oArag5a1dyJy+3BYtZxd9/nOA+ecC76SIgFhW4blE2l0NkEZqt/EqohJpOJmaPi+XxLFWuLGjh4lAYNoNIPEiX77XWi0ipZ7eevw+nmtR/E59DFhxpu82BizPENNKOhGCo3CAfl2AXqxrWGiSqaPctFZEvqRHVjB4h0nCuLyJDUF4hjfGDvt7le4TwoGedy893RDB0NEKGo+WE/1LT4509KzTKgkXDudZwHTTgvVztuP5QGK99cg8hUf/WA4ucyLltsVDYUQ8Z0tWMPAPl+NTl1FNdPe4ZXt77KE+ueYEf9Dv5v6f+RHZ3NSfkncUTWEYyOG02MPYbWrlYKmgrYVreNpUVLWVW+CpdHONTHJYzjT7P/xOGZ/VTnDUk4F2uU3mKxLGYL1868lmkp07jp65tYX7Oe8947j3uPupcjs44MeDzA3yC0dqfvSx6Ph4/2fMS9399LY2cjVpOVq6Zfxa8O+hU2s6IqshAiYOF8/fr1zJgxA4CNG/d25Iaipd7Aj8Pp5k+v/4TL7eHUaRksnKqjm3GH12WSNWvAcQMLp6Z7hfPKIAvnU8WxcpPSYfd43xzVO0/0i2kBkfMdabfQ5nBR0dShrvFpeDxYw0XsTktlwM6aoeB3nCvM6ZUxJjLWZIjYLDaunXEtN3x9Ay9vfpmLJ19MlC0Km8VMfKSNhrYuals61Qjn0V7hPEhRLUqFc7e7m3Cub1RLcnQYFrMJl9tDTUsnabE6uqVCQDgvqW/D44Eou0W/v03pNk8a229E2WCZOSqBz7dUsa64QZsTWu2iMXbxKuE6Vyycf7q5gpqWTlJiwlgwWd/XvEHfGHN8A82Q64DsORCVpHbs/KP8wvmcK9WOPUBaOp1UNAmBa0yK4nm/jGoJoDEoQI5XOC+pa9d/s31f7JGiorKtRrjOQ0Q4l9W0qTFhan8frq5uc8XBC+fS3FTZZDjOwf98DrfGoACZ8eK5FHEzXcSGKxI243KEWTJUHef1QjgflRiJ2WTmokkXceroU/nnxn/y2tbXKGkp4dkNz/Lshmf7PM+05Gn86qBfcUzOMZhN/YR2uF3+DcpBCOdSK9lT07NwLjk6+2iWnLqERcsWsaVuC1d/fjXnjT+PP87+I5G2AHs5ybl/3W5wuyhvq2Lx94v5ovgLACYkTODuI+9mYmLobkbrTcDC+ZdffqnHdRgo4NHPt7OtspmkKDt3nK5jRAvANm9My/iTBvyQBZPT+MvbG/mpuIGyhnb1H1qSNO/vRrFwXqB3hEBvSCFLh5gWEIvt9Lhwdle3Ut7Yrk44N5kgOk2UpDarFc6D6jiP0q5nwYl5J/LkT09S0FTAq1tf5VcHiUZbSVF2Gtq6qG7pZFxajGbj9UoQo1paO520dwmXgRI3UXsduEW+opbPZU9YzCbSYsIoa+ygvLFDZ+FcRrUEb2ItSx7z9OwjoWNMi2RGTjwAa4s0zJPMPsQrnH8PMy7U7rwD4D+rRLO3Cw7JwWYJOEHQQEOMOb6BZuz4XBzH9x/XqDl5R4mjzDkPwU0fWWWaFGUnPlJxM2QZ1RKg4zwzPgKr2YTD5aaiqcMXDaGM+FFe4Tx0nK0V3iq2dNUxLS2VgEdUt8mqzEGQHhvsqJbQyjj3NQaNV/x8auA4j7Rbfcam8oYOYtMVCeeyQWiQoxh7oqPLRWWTWJPLqCkQcSeLZi3iN9N+w1clX/Fp4aesr15PZZu/L1pqRCr5cfnMzZjLCXknkBsbwPtlYwm4u8Bih9isgK871xvVUjCARszZMdn86+R/8fCPD/Ofrf/hv9v/yzel33DdrOtYmLdw4OuduBywhNHmdvDSqvt5ftdbdLg6DniXeXeGFEpTUiL+QLKz9RHcDLTj6x3VPLlcNLu8+8ypJOkpAHW1w+5l4vaEgecapsaEM2tUAj8W1vPppgouOyLwZgqakObNOG8sEjEf4XG6D9na6aTKK7bmq844931Yj9JtiAyvcK7c0RCTLhYIinPOgyOce0VljaJaQJSCXTXtKm7+5mZe3vQyP5/4cyJtkSRHh7GrupWaFodmY/VJEKNa5HMZabcQpSLvsNn7Wo1M0s2x3J20uHDKGjvE4s8ryOpCCDjOC1X0kZDCeYp+wvm07DhMJiipb6equYPUGA0WeDlzYCXKG4SW1LexYlctAOfN1qfqyWBwGHN8g0Hj6hJub4Ax89SPnzlTCBZttcI9lzRG/TX0w+4akW8elJ4O9YPLOLeYTWTGR1BU10ZpfXsQhPMcKFsjHOchgnQoq88390acxGQE1OB1X6RhImiO8+bQimqRMScZqhu9+hznQ/u8zYiLoKGti7KGdiakKzA2gd8YE0J/l5ISr9s8OkxsKuxLpC2ShfkLWZgv9KouVxdtzjbsFjsR1iG8BuqE5kZC3qD6jkmTYWVTJ20OJ5H2vtefYZYwbpp7E8ePOp5bv72VstYy/vzVn/nX5n9x6ZRLOT7neGz9ZOfXdjbwWno2r1o6aNz+KgAHpx7MzXNv3r/x6QFKwO+0brebO++8k7i4OHJzc8nNzSU+Pp677roLt9utxzUaDJGq5g7+sGQdHg9cOGcUJx2kb24ue74CZzvEZvtjTwaIjI/5ZFNlP/fUkYgEce2gzHUudxQTIm3E9fDGrivyg06nqBaA9Fjx4aO+Qai37L9Z7etJCspK8w41jmqRnJR/EjkxOdR31vP69teBbg1CvZE0uiOjWlpr1IzXDdkYVNkmiBTOdW4MKlHWGEouBtrroTM4DaD9jUEDLF8MhJrt4pii3yQzJtzG+FSxIFpX1KDNSbMPEceqTdDZrM05B8Bba0SZ9mGjk3wxAAbBw5jjG2hCyQ/gaBEbwOnT1I9vDYOMGeJ28ffqxx8Au6q8jUFVx7Q4Wv0mhACjWkA0qAbRcE85Pmdr6ERCyLmTXOcoQ0acDCHfHPxzwNpWB51O11CvauDEhGZUi3ScK98Ukr+HIa7FM73Pp+znowSfMSZ0/i4lxXXi95CTGDkg57XNYiMuLG5oojl0yzcf3KZtfKTdJ/QX1g78vXZuxlzeOuMt/m/G/xFhjWBDzQb+tPxPzH9jPrevuJ23drzF+ur17Kzfya6GXSwvXs7zG5/nso8v4/jXj+cpexeNFgs5tlgePOZBXlz4oiGadyNg+9wtt9zCP//5TxYvXswRRxwBwDfffMPtt99OR0cH99xzj+YXaTB4ulxurnttHTUtDiakxXDbaZP1H3TbR+I4/sSAyyNPnJLO3R9sYdWeWupaHWryk3sifSo0lQjhPLef5g8asCdYMS2gSXlYf6THCdFReSlgjFd8PCAc59pHtQBYzVauPOhKbl1xKy9uepELJ17oy4euVeY49/5MXW1CdA1T59CqaZZ59aoag3pfqzFqhHPfppbebqPwWAiLg85GsUDQUVjuDTn5zNXLce7x+IXz5PH6jOFl5qh4tlU2s7a4gROmaPBaic0UG8ZNJSKrMv/ooZ+zHzweD2+uFYvFc2YZruZQwJjjG2jCLm/kz+hjh+SGHRI5c/4/e+cdJklVqO+3Ok3OeXZndzawOQO7LDkpCKJgAsULIiIGwCuGK78roIBy9XK9KqJeRERFBBRFQEARQdKywLKZzXl3cuyJPR3q98epU927O6F7uupUz1Lf88xTzWxPVTWdTn3nO+8n0FMH31SOn0pGu4xxv/LEuQzLZBWNixM+uTgXaOdgp0JjTqrQ+ZVrR8qxxHlPQuI8DRXn+gn4PAxFYrQEQ+omsKXhP9gtJnMCDlz/DqNGw3BWv4JAToSkjvVIVI2BmGlUWRAq/YOuzDPOZTHolFLFEyEde8R2HHxzqamluXT1d7O/o5+5NYVJ/12uP5fPLf4cH5n1ER7a8hB/3vln2gbaeGzHYzy247FR/3aRv4QrDm7n3Pnn4a0/b9znfqwqZeP817/+Nffddx8f+MAHzN8tWrSISZMm8YUvfMEdVGeQdF3nlr9s5rVd7eQGvNxz+VKy/akvF0nxoLDdKASanTzfXKquNJd5NYW80xjkH1uanVu6XTUftj8LzZvGvq8FknxzZfzvRNnMOAeoLnr3JM5jMZ32PsVmK8QT5xaiWqTeP/39/GTtT2gZaOHpPU9Tli96ANpUJc4DeeDLEStZ+lqUGudm4lzVc9mj1jhXljgH8RnT0i0m6xwwzvfY/Tnb2wyhIGge29EAS6cU8/CbB6zlnNedCJsPioSmAuP87f2d7GnrIzfg5X12lpW7SlruGN9VonpDEVbvbmdXay8aGjMq81gxrWxsbNluaZyfZf9JjiS5iuagmzg/TCamZXx4xsklYjwvEQhKlQHItyNlJs4dM1rTS5xrmkZ1YTb7O/ppCg6qM86zCyFQAEM9AjujuJR8OOm6ToMT5aBD/WI1JqT9fMrzlsl5JZIp+f42gev1O9RRN4zixrniFY1m4nz82OG60lzWH+xmfwqJ80SV55Rzw7Ib+PySz7OqYRVrmtewrmUdjX2NDEQGiOpRJuVPoq6gjmWVyzh7ytnUbnsOtt8AnXvGfd7HslI2zjs6Opgz5+g21Tlz5tDR0WHJSbmyRve9vIffv7EfTYMfX7aUmZUKWFeN66GnAfx58XKeFHXuvCreaQzy4rYWZ41zUIZqkaV1yvnm4YE4G9tGVEuNUww9BxLn3QNhwlEdgLJ8hSsm5POYRknQSPJ7/Xxi7if44ds/5Nebf81Hqn4IoI5xrmkC19K1X+Ba0pjBT1XKVw/0GpM8ctLHZsmLPSWTWkWTBQrEgYveUCRqLl21jXEu0+Yl9QIVYKOWThFJwQ0Hu4lEY/isKNWcvBw2/1kkNBXoj2vE6+D8BdVq+gNcjSl3jO8KoKNviB8/v4NH3zpA/9Dh+IaCLB9XnlzPdWfPHD6MM9AJh9aI2zMcNM7rlott82blK9XGUiymm4jG6aoT5517xTZFvrmUNFYPOGKcG2ncDMJ7NAadSigbifM0jVYgbpwrLwitgbYe8XxmgHHe2R9mKCKQZJL9rkTy9RzIT7tXrdYIqilFteSUCN8n3CfG9+XHqTv2GJLGuXIUoGmcp5E4NwpC96eJxfJ7/Jw++XROn5xEIEaeb/uutI55rCrlK63Fixfzk5/85Kjf/+QnP2Hx4sxouHYFj7y5n+8+I0rKvnnhPM6dp8aEMdPmM84C//i+dM6aLYy/l7e3EY46xNSUbPbmd0AB11MOoJWjWqSBFcgf15LNZKXUnEuU5EQrTJzLhHJxrp8sn80rPKRiMVuNc4CPzv4oub5cdnbtpD22AVCYOIf44+pVWxAqH6Oy1QOKE+fVqhPn4IhxfqCjH12HvIDXRA1ZrtZtYmszpgVgZkU+BVk++oeibG+2iBlvJjTfFKvHbNRgOMpTG8SF/0eWuZiWTJE7xnf14rYWzv3Bv3jgtb30D0WZWpbLRYtruWhxLZNLcugJRfjJCzt5/92vmIXLh2nPy6DHxOegjSsZx5TET+kxUSiZQWroHmAwHMPv1agrUV1CaCTOi1Pnm0Ni4txBVEtvC0QUBTdGUSym09wtxojKE+cWoVpAlMSDAzhNafoHG9QedwRJTEt5foCATyFiKhHTkiLi9kjVOHG9rWkJuJbMKgg94IRxHotZgmqRKfl9Kvsk5GrZrv2i5NvVYUo54vP973+fCy+8kH/84x+sXLkSgFWrVnHgwAGefvppy0/QVer61at7+PaT7wDwqZPr+fQp9eoOvl3yzc8f9y4WTS6mNC9AR98Qa/Z1ctL0MotOLgWVzgBvlpg97dpre8LVMVRLYjFoml/Wo0kOKNt6Q4SjMfxWpCOTUYFEtahrbVfOxAaR8NKNVJhNxnlhoJAPHfchHtzyIK+1/Qn4iImkUSLJOe9Ta5wrT5yb5aCKEudGqqYpOIiu60mV54xb0kRxgIO411jVU1+eZ99jbNshtgrSNh6PxuK6Yl7Z2cbaA53Mq02efziiahaBNwD97SItYyNu5sVtLfQMRqgpynbmO97VsHLH+O9uPfDqHr791DvoOsyuKuCb75/LqTPLzc/MWEznb5ubuPWJzexs6eXDP3uN319zEsdVJaxo3fVPsXUS0yKlGD+VrHa1ijH/1LI8a1YLpSIT1VI/rj+fXCLMnMbuQetWOyWrvHJxbRYNidXN43wMVqmjf4ihaAxNg8qCicnEhgRkn/JVwZlVEOoYdqdbFoOm/1xKVEtj1yCxmI7HY+OYPlFFddC6NaMKQnVdN41zpaiWngbxGeXxpbWaf0qp8ISUFjEX1MTRqF37bcdOTjSl/G13xhlnsH37di655BK6urro6uriQx/6ENu2beO008aH5khF99xzD/X19WRnZ7NixQreeGN0dt0f/vAH5syZQ3Z2NgsXLjxq4K/rOrfccgs1NTXk5ORw7rnnsmPHDjsfgm2KRGN879mtpml+zWnTuPWiefYaIYkKNopSMYDj3jvu3Xg9GmfMEubfC9vUmmTxk/BBpbFcucleznn3QJj2PpGccCxxbnMqqDQ3QMDrQdehpUeh2SoT5/1tymZOlTOxIW4mZxeDzz48zCfnfRKP5mFz51t4shpo61GY+Mk3JgT62tQdEydQLTJxnn6KKBnJ5ahDkRid/Ta/R+QA0oHEubmqx04clqJiUKmlU4oBWLu/y5od+rKgZom4bTOu5Ukjbf7+RTXqLuxcjSmnx/iunNOvXt3Dt54UpvnHl9fxl+tO4bTjKg67hvB4NN63sIanbjiV+bWFtPUOceX9bxyO4ZN88xlnK34Ew2iygWtRhJ9KVrtbxSqhGar55pB24ryyIIuA10M0pqtfRappcXMxAzjn0mgtz89Sm1DW9QRUiwWJ80KHjHOZOFcYbhpN8vVcXah4FYhFvHoQpr+mwVA0ZnoLSlTs3Ph+JHX0DdFnoMYmqWTWS0xL8VThJ41TUwxUy8HOfqIxe1eBmtI0F9cyisb1KV9bW8t3vvMdHnvsMR577DHuuOMOamvTf7OPpUceeYQbb7yRW2+9lbfffpvFixdz3nnn0dIyvLn62muv8fGPf5yrr76atWvXcvHFF3PxxRezaVPcCP3+97/Pj3/8Y37+85+zevVq8vLyOO+88xgcVPzlkaa2NgX52P+t4mcvihf5l845jv93wVx1pjnA1qfEdvKJ8aTvOHWmgWt5cWtrumc1fpm4Fns557KwrqIgi3zVnFc5M1xsL0ve49GoKhLGY5NK7lpumZjxBWWID2m0lqsyWsF2TIvUpPxJvGfqewAIlL7CQDhK/1DE1mOacgzVIgaeSoxzXY9jhdL8DE1WAZ/HXB3RaPd700S1qE+kyM/Z+nIbUyemca6m+FQa5+sOdFm3U4lrOWBfoV5fKMLzW8Tr/KLF9o8dXaUmp8b4rpzT0xsbue0pEbq54eyZfPeShcPzyw1VFmTz4NUrmF6RR0P3INc/tJZINCYMg869YtxVf4qisx9FdQnGuc34qVS0q1UWgyrmm+t62oxzj0djkqO4FmmcO59Slsa5cr55f4dItIIlIQu58rD5XY5qkROAyp9PaTYXph9i83s9ZnDL9jF9ohxcUTqSDhifT9WF2aN+n1kuC4pBQZx3wOshHNXVPpdlhnHe4RrnRyop43zDhg3EDM7zhg0bRv2xUz/4wQ+45ppruOqqq5g3bx4///nPyc3N5f777x/2/j/60Y84//zz+drXvsbcuXO5/fbbWbZsmclv1HWdH/7wh3zzm9/kgx/8IIsWLeI3v/kNDQ0NPP7447Y+lnQVad9Lc0c3z25q4nO/XcP7fvQyb+/vIj/Lx08+sZQvv2eWWtMc4J2/iO28D6a9q9OPq8CjwbbmHg6pbIZOlFkQam/ifE+bMYBWnTaH+BecjcWgUnJgpjSh4vHEER+KCkIdSZxLMzm/0vZDfWr+pwDwFa1H83WrS507gGrRdT0+EaKi6HWwK34xJFdLKFCNKr6lHFgHGyAWHf2+Fmuf0Uo/1a7EeagnnhpSVIy0eHIxADtbeukesGi1QJ3knNtnnD+/tYXBcIwppbksnJReEZar9JUpY3xXzuiNPR38+yPr0HX4t5OmJn39UJIX4P4rTyQ/y8cbezv4yQs7YZeRNq9bAVkFo+9AhaoXHo6fyhDtNlAtM1Qb5/0dMGR0YhRPGfdu4pxzJwpCjeuVoPPJ1kbDaFVaJAkCBQGQW25JEXm1DDY5lTjPEFRLo1OoFjlxYAGqBeK4loYuhc9nkfF5kkGolv1OYFogYXIyPePc69GYXCqey/3tCj9rSw08SwZ9Z2aKkoq3LlmyhKamJiorK1myZAmapqEPM3OvaRrRqD0Xw0NDQ6xZs4abbrrJ/J3H4+Hcc89l1apVw/7NqlWruPHGGw/73XnnnWea4nv27KGpqYlzzz3X/PeioiJWrFjBqlWruOyyy4bdbygUIhSK4yaCweB4H9a49Po9V3Niy2N8P3wtj8XizL4LFlbzzQvnmR+YStXbCvteFbfnfiDt3ZXkBVg6pYQ1+zp5cVsLl68Y35LCtKQocS4H0NOdWLJpJs7HP4BOVtVFOUCn+vKZgioxyFRUEKoc7QHKEucAC8oXsKxyGW+3vI2/ZBVtfe8zl5PZKgdQLcGBCENGQbESZr18jWYXjbtceTyqKsxm46Fu+y+aCmpA80AsLCZ7LFhinKz22N0j0b5TbHPLIbfUnmMcobL8LKaW5bKvvZ91B7pMxFlakmiD5s0w1AcB6/9/PbleXCRetLhG/QS/q6OUCWN8V86otSfEFx96m6FIjPfOq+JbH5if0nuyvjyPOy5ewL8/so57XtjJZ2Y/Rz5kBt8c4vipg2/AoTUZw2t1bNzftVds86vTGmNIzrkjifOMQrWIx688oSyNVgvQHhA3/puDirnYpnGeGagWk3GueiLEQlQLQG1xNusOQIPK4KFZDpo5xrkjxaCQ9qqeRE0pzWV3ax/7Ovo5Oe29JSkX1TKikjLO9+zZQ0VFhXnbCbW1tRGNRqmqOnz5elVVFVu3bh32b5qamoa9f1NTk/nv8ncj3Wc43XnnnXz7299O+TFYpf7sKryazmd8T7Oh6H2cOquCS0+sY061BeVg49XWp0Rzfc0SKLHG5D5rdgVr9nXywtZWh4xzI3HeuQdCvZBlTzJkt2HoTC9XnDyBuHFuM+McFKZaj5RM7ipKnEu0h5KEspTCxDnAFfOu4O2WtwkUv0FDVzfLppTYf1AHUC2tveK1WpjtU7PMT3IeFabNQeF70+sTZVDBg+KiV5FxHopEaTAucKfaNckji0Er1GBapJZNKWFfez9r9nVaY5wXTRJL4YOH4NDbMM1arnVwMMy/tomJPhfTkhnKhDG+K/WKxXS+8of1tPaEmFWVz48uW4p3HIbZB5fU8sT6Bv61tRH2vCx+OSNDjHOA2qXCOG9YB4s+5vTZ0BuKmJPUM1SP+81i0PSuqWTi/IATifMMQrU4nlC2yGitLBBc7HBUp6N/SE1QBOLPZV8LRIZs7WhKRo1OTYTI17IFqBaAmiKjIFQpqkWuBDkkVpR6FKJRRlDcOFccKLXocxZgqmH671dZEConmF1Uy1FKCtUydepUM4Gwb98+Jk2axNSpUw/7mTRpEvv27bP1ZDNFN910E93d3ebPgQNqZ9eOv+Tf0X25zPXs57lLNG69aL6zpjnAlifE1gJMi9QZs4QJuHp3u2AnqlZeedzAannHtsPI5IltSciRFIsmLA+zH9UiEw2NylvbjYkxxYnzY5FxLnVm3ZlkUYHm6+dfjc8qOWYc1aKu96DVwNAoey57Jd9crXEuL/qUYJQc4Jwf6OhH1yEv4LUPodS6TWwVYVqkTqgXk1Zv7umwbqeTTxBbG3Atf9/czFA0xszKfGZXZQDKwZU7xn+X6r5XdvPS9layfB5+8oll5ATGZ3RomsZtH5zP8b695Ou9hP2FwqzOFNUuEduGtY6ehtQeY8xfnh+gKNev9uAWJSEnO8k4N5FvzhvnjjHOLTbOAz4PZXmyh0rhNVpumUApQUYUhDYHxfWb0omQUA+EusVtq1EtKp/LgmrRbaFHM+K5hPjEXl3JxE2cy7S8I6iWrv1iQsuVqZTLQc866yw6Oo6+QOvu7uass+xLGJSXl+P1emluPtz8am5uprp6eJOhurp61PvLbSr7BMjKyqKwsPCwH5UqKq1EW/ZJ8R+r7lF67GHV3wF7XhK3LTTO59UWUpTjpycUYcOhbsv2m5JMzrk9uJZYTGdvm0NLNnsaIRYRX3QKjDrHEueyOEcV49wwziuPYePc6/EyPXA+AKvaHiemK5jYko9tsEvZF7lyXn2P8RpVbJwrfW+axrm6ZdZ728SAs748zz40iFkMOsue/Y+g5fUCC7P2QCdDEYvehxLXcuBNa/aXoKc2GJiWRbUupiUD5dQY35VabWvq4b//Jib7br1oPrPSnMSaXJLL9fViMnSVvoBo6peX9kma+E0blHdrDCezGNSJVaZdxuRXcXpJSGnmHHLSOM8AlnIc7aE40SoZ5wXWrdqSnPNmleEmTYtfozlstvYMhukNRQDFxrmcBMkqsqwXotY4f6WoFo83PpGTIbgWObEnJ/qUaDAIA8YYKs3PWYj3MilNnBdUgz9XkCS69qs77gRQyiMbXdeHvdhpb28nL88+4y8QCHD88cfz/PPPm7+LxWI8//zzrFy5cti/Wbly5WH3B3juuefM+0+bNo3q6urD7hMMBlm9evWI+8wYrfgcoMGOv0HrdmfPZdvTwoCtnG8pP9Dr0Th5RhkAr+5QxzU+TJVzxbZ1eBxQumruGWQgHMXn0dQzuMwW70lKllRVO4ZqUZc4j8Z0OvocYJwrRrUALC56D3o0i+7IIV459Ir9B8wpAc14nSpKnSvn1cvEeX7V6PezWPHiXgWDbCeM83YxOVlvVzEoxFEt5WpRLTMr8ynJ9TMYjrGpwaIJ5jrDOD/4JgzDuh6vOvuGeMX4Ln//YnV8e1fJy6kxvit1isZ0vv7YBsJRnXPnVvLx5dasOFyJKI99ZmAuf92YGYlDQExm+nNFKabsonBQuw3jfEalA+8ni1Etjd0DhFWvCJZ4j8FugdF0SLqum6v0nEucW/c9Gh8Hqi4INZ5Ph1cQyGvTwmwfuYGkSMbWyLwWt24SpMZInDeqLAeFhIJQ5/sHYjHdnDiYrNJfkZOTOaWQnX6wVhab7jOuY5RI0+KccxfXcpiS/mT40Ic+BIgleZ/61KfIyoobCdFolA0bNnDyyfZi62+88UauvPJKTjjhBJYvX84Pf/hD+vr6uOqqqwC44oormDRpEnfeeScAX/rSlzjjjDP4n//5Hy688EIefvhh3nrrLe69917zsfz7v/87d9xxB8cddxzTpk3j5ptvpra2losvvtjWx5K2ymbA7Atg219h9c/g/f/r3Lls/IPYzr/Y8l2fPLOcZzY18equNq4/R+0SeAAq5ohtyxZbdi8xLVNKc/F7FSd05IywAkwLxAdlystnZHpXQeK8o2+ImG585+QqZPWZiXN1xnlNYTHhrScSKHuF377zW06ffPrYf5SOPB6ROu9tEo/XoiWNo6nNSJwr4z06lDiXk1pymaqtctI4L7dp8ByNxA0ZxagWTdM4ob6U595p5s09Hdb0DdQsFsun+9tEx4ccQKepZzc3EYnpzKspZEaFA2lLVyMqE8b4rtToV6/uYf2BLgqyfNxx8UJrVn6EevA1vAXAy7GFrPnnDt6/sEbdOG80ebxQvQgOvC5wLYp7KI7ULid7jSxKnFfkZ5Hl8xCKxGjsGlRTEC+VXQhZhRAKCrPVoeczOBBhICxWMKhnnBsTUxaarYkFoUolzX85GeCQ4pMgilcPyAkDC69paovFc9nSM0g4GlPnLxTXwT6g2/mUcktPiHBUx+fRqFIZZDMnJ+st2Z00zoODEbr7w+rwXqXToXmTWxB6hJJ+JxUVFVFUVISu6xQUFJj/XVRURHV1NZ/97Gd58MEH7TxXLr30Uu666y5uueUWlixZwrp163j22WfNcs/9+/fT2BhPOZx88sk89NBD3HvvvSxevJg//vGPPP744yxYsMC8z9e//nWuv/56PvvZz3LiiSfS29vLs88+S3a24i/B8WjlF8R23e+hr92Zcwg2wO5/idsLP2r57k+dWQ7A2/u6GBhyYImlTJzbZZy3OcQ3h/gXW7Ea47yiIAuPBpGYTlufAoNOSmHiXCaUy/IC+FQNVHQ9IXGuBtUCUJYfYKjzZNA1Xm98nR2dO+w/qMS1HKuJc2mcq06cGxd9vaEIPYNhew8mJ+oULrOWqJapdiXOu/ZBLAy+HGUTkYmSuJY391rEOfdlCaMJLMW1PLleXBi7afPMUyaM8V3ZrwMd/fzP38Uq1ZsumGud4bf3FYhFiBZPoztQy/bmXv61XV0fyZiSuJaGdY6eBsCuFgPVohrPGIvGAzNpmjqapjHJ5Jw7UBDqwAT8kWoMijRrSa5fTXl8ooLWo1ocw2lK8z/o7CoVWdirfBLELAa1zjgvz8vC79WI6YonQuT7MgNQLfJzqbooW931OCTwzdPHtADkBLwm+nVfh8LUuZk4363umBNASSfOf/WrXwFQX1/PV7/6VceWbF533XVcd911w/7biy++eNTvPvrRj/LRj45s6Gqaxm233cZtt91m1Smq09RTRDKscT2suR9O/5r6c9j4R0CHupOgdJrlu68vy6W2KJuG7kHe3NvB6bPUGYNAPMnQ1yJY7rmllu5eLtlUPoAG5Ylzv9dDRUEWzcEQTd2DVBYoGpzI9G5fC8RiIrlsk1pVJ5RBpG6ixkSEIsY5iMSRHi4la2gxoax1PLjlQb598rftPWh+BTQTnyiwWepRLTJxrtZYzA34KMrx0z0Qpql7kIJsGxMNDibObZugNPnmM239fBlJJ06Txnmndat56pbDobdEQejiS9PeXUvPIK/vFhP8Fy2y7mLflTXKlDG+K3t121PvMBCOsmJaKZedaOHYb9c/AfDOPJuPUccvX9nDb1bt5aw56lbBjSrTOHe2IDQW09ljBGaUr7oJNogJXo/fkqRyXUkuu1v7zAI+pSqcBC3vOGucS7656oRyqDdeJmlD4rxJeeI8s1AtcnW0MpmJ88mW7dLj0aguyuZAxwCN3YNMVlWO6UAwZiQ5wjeH+KoeixLnIFLnLT0h9rX3s2hysWX7HVUSveyiWg5Tyld4t956qzugzhRpGpz0RXH7jV9ARGGKV2rDo2JrwYX1cNI0jVOM1PmrOx3gnGcVxJldNqTO95iJcweWbMoBp6LEOcQHmEoTDXmVgCY4/P32rsxQbrQC9BnvC38eBNR9NpcZkwORzlMBeGrXU7QP2LzyRXHivE15OaixKkIxqgXiaSPb+Zby4mCgA4bsT0+EIlGTczjVruXkDhWDSs2vLSTH76V7IMyOFouYr5NPFNuD1iTOn9nYREyHxXXF6vs8XCUtd4x/7Opf21t57p1mfB6NOy5eYC1GZdcLYjvjLD55kkjavbi9lf3tDpiqw6l2idg6XBB6qGuAUCSG36s5Z+gUTbak12iymTh3oiDUebO1ySm+uSzRDORbwlCWiiP7FBvnBZmFalGP3ZGJc2sDBbXG9bbSglDpJ2QA4/yQ5JurmjSQkolzC4pBpSQKS2lBaKlhnLuolsM0rmjUH//4Rz72sY9x0kknsWzZssN+XCnW/EvEl05vM2z6k9pjN2+G5o0ivTDvYtsOc+pxhnG+y6mCUINz3mq9cS4Z544kzuWMsIWz3GOpulAYkEoTDV4f5InXkN2cc9NodaQYVO1qjPJ8wXDv6pzE/LL5DMWGeHT7o/Ye9FhGtYR6IGwYyYpRLaAwbZRTLPikEF+iaqMOdPQT0yEv4LVvAqTVWePc7/WwdEoxAG9YhWuRBaFNmyyZ4Hhqg7govmiRi2nJdLlj/GNPQ5EY335iMwBXnlzPcVUF1u286wC07xDl3fWnMa08jzNmVaDr8ODqfdYdJx2VzRRGY7g/PtHpgCSesb4sTy0+ACwrBpWShpQzxrlcueacce6c0SqLQa01Wh0vB+1xGNXSLV7HyidCbEC1ANQWS+NcJarFCBp2HbC0WH48kqgW5ROUJqql3rJdSs650olomTjvPgCRIXXHzXCl/K394x//mKuuuoqqqirWrl3L8uXLKSsrY/fu3bzvfe+z4xxdjSZfAJZ/Vtx+/R61H1QbHhHbWedZjjBJ1MoZZQBsbgjS2efAm9csCN1q6W5Dkaj5wT5dNeNc1xNQLVOUHVaWrigfmOUbCV6bOeem0aoS1dJnGOcKi0EBinMDiMCaxsXTPg7AI1sfYShq43s033iMCozzWEyn3fi8UWKcy9dmIB+y1K9AUcq3NC967V/Omcg3t6QEbzg5nDgHOFFyzvdYZJwXThKT8no0bbxBQ9cAb+7tBOBC1zjPaLlj/GNTD7y2h91tfZTnB/jSuRYXGO820uaTjhcTo8AVK4U5+8ibB5zpJzpSHq9AW4KjuBbH+OZguaFTV+og47xQ3RhiJJlGq3K0h+SbW/tdKicAegYj9A9FLN33qJITAD2Njq4GaQqK67cqlca5rtuCaoHEVaQKJ7bkSpBwHwx0qjvuMJITepOKFRrnsRh0Gf1xFk1QQny1rNLEeX6VWMmux+KrlVylbpz/9Kc/5d577+Xuu+8mEAjw9a9/neeee44bbriB7u5uO87R1Vg6/lPgz4WmjSZn0HZFw7D+YXF7kT2YFqnKgmxmVxWg67BqtwMlqDYVhO5vF0nI/Cyf2oQyiC80mW5VmTiXSwFVG+cFRoLX5sS5I6gWM3Gu1jj3ejRK88TjnFd0GlW5VbQPtvP0nqftO6hMnCtgnHf2DxGN6WgalOYFbD+embZxANMC8femkkkthZxz2/nmup4RxvmK6cI4f313O7oVE+iaFse1HHgjrV09vVG8tpfXl5qTp2np9Z/D/tUQVXhx/y6RO8Y/9tQSHORH/xDl3V8/fw6FVndYJGBapM6cXUldaQ7dA2GzFNhx1SwRWwcLQne3CeNcOd8c4uaHRQgBmTg/0PEuRbU4YbQC9MjEubUJ5YJsP3kBgfBRitPMrwLNI3CailaTDidHEuehIAwZeD2rUS1OJM79OfHrNGkgO6Q441whqqW3GSKD4vVsYX+cmThXaZxrWrwg1MW1mErZON+/fz8nn3wyADk5OfT09ADwb//2b/z+97+39uxcJafcUlh2pbj98v+oOebWp8QHRF4lzDrf9sOdPFOkzl9xgnMujXOLUS272+KGjm1JyJEkUxp5leBXN0hwbCmgmTg/Bo1zOdBUWAwqZeJa+qN8fI5Inf/2nd9aY9wNpzx1iXNZ9FqSG8CvYkl1r5E4z3fGOI8nzhVcBDtgnNeX2zR47muFwS5Aiy9tdEDLppQQ8Hlo6Qmxq9UidrzEtaRpnEvj7P2LLUjIdR+CZ/8DfnU+DPWkvz9Xh8kd4x97+q9nttI3FGVJXTEfWWZxUCIWg90vitszzjZ/7fVofHy5WM342NvO824BqFkktk0bHTuFOJ7RAePcclSLMOaaewYJRRQnhaVp3H3IMSSEY2iPoBGyKLR+9ZacBFCO05R4Qoc454PhKJ39YQBqChUmlCWmJbvY8o6q2mLxXCplnENCQahzn/uxmJ7AOFf4fCb2SHitm6CeUipeGw3dAwxFYpbtd0yVGcZ5x251x8xwpewGVFdX09EhlgJPmTKF119/HYA9e/bYZ5a4GlsnXw/eAOx7Ffa9Zv/x3vyl2B5/pcDF2KxTjYLQ15wwzstnA5ooluy1zrBzlG/epZ5vDvFUq/LWdjNxbjOqRXWZJDiWOAcoNx5ne1+Ij8z6CDm+HLZ3bmdVwyp7DpivjnGuHLsjJ3Xka1WxqlVilFQa5wmoFlsk0+bFU0TaxiFl+72cMLUEgFVW9YFMWSm2+1cJg2wc2t/ez/qD3Xg0eN8CCy709/xLbGuXQk5J+vtzdZjcMf6xpTX7OvjT2kNoGnz7A/OtLQQFaFovip4DBQLVkqAPLhHm5uo9HaaJ4aiqFoht82bHzNZdrQ6iWqSpYxGqpSwvQI7fi65Do8pUK8SN88gA9FuEJ0tRjU6Vg9rEOId4uElp4hzij8Uh41w+3hy/l8Icn7oD24RpgUQ0quLPXrMg1DmMUltviKFIDK9HU/v+tKEYFERILTcgPmuVorFk4rzDTZxLpWycn3322TzxxBMAXHXVVXz5y1/mPe95D5deeimXXHKJ5SfoKkkVTYIll4vbL91l77Fat8Hel8VSlOM/Ze+xDC2fVorXo7G3vV89Ty+QG09oWJg632Ms2Zxe7kDyRH6hFVu3lCgZJXKUlV6EK0qcO1IO6mDivMxInLf1DFGUVcSHj/swAPdtus+eA5rloG3jNvKSlfLVAxIj5FDiXF4wNauY1CpSN7C2HdUijfOK2fbsPwWdbPSBvLbLIqRZzWLB3B/sgpbN49rFk0Yp6Mkzyq15L8l06/Qz09+Xq6PkjvGPHUVjOrf8RbxvP3Z8HYvriq0/iMRDTjv9qITdpOIcVkwTCKkn1mUArqV8lggYhbodwQj0hiI0G3iPGarH/eGBOA6uuN6SXWqaZqY5D6i+LvNnx8eDQfXJ1t5QhJ5BgQqrtgI/lookqqXARuNcebjJmFR3yjgPxotela4Al8a5xdgdiKNaOvvDansm5Pi+yznj/ICBaakuzFZbwtxp7eSklKZpzuBaSo1VtC6qxVTKr6Z7772X//zP/wTgi1/8Ivfffz9z587ltttu42c/+5nlJ+gqBZ3676LVftfzcGiNfcd5636xnXW+ssRyQbafxZOLAHh9twPpggrrOecycT7N0cS5WuO8yhiUDYSjBAcU8mkVJM5DkShdxlK/cqXloE6iWsTjbOsTF4NXzr8Sn8fHm01vsq5lnfUHzBUrT9CjIuVmo+QkiMTR2C5ZDupY4ly8Nzv7wwyGbR5kK0qchyJRc5mqLNexXK3O882lVs4Q749Vu9uJxSyYmPT6oW6FuL33lXHt4qkNwqx5vxWloLruGuc2yx3jHzt6+M39bG4IUpDt42vn2zSxNwzfPFEXLxWG0F/WOceiNuULxCc4mzcpP/xuI21enh+gKNdizvxYkmP+QL7Ae1okaZxLnrBSJeJaFEsmlAuyfORnKUwog72Jc6d6qORz2eNs4rxaddGrfO0WWW+cF2b7TGZ9g9KCUOcT5zJgOUklpgUSCpitTZyDQ5xziZ90US2mUjbODx48iNfrNf/7sssu48c//jHXXXcdTU32pjldjaGS+nhR5z+/Y88xQr2wzuBcnni1PccYQSumizTd6mOkIHSPwTifblcScjSZifMpSg+b7fdSYlwwNAYVfpErSJy39w4B4PdqFOUovChyENWSmDgHqM6r5gMzPgDALzf+0voD+gKCBQi241qUJ87NclDruZXJqDDbR66qYihpnAcP2bpy4EDHADEd8gJe+5A7ZjHocfbsPwUtnlxEfpaPrv4wW5qC1uy0/hSxHYdxvrOlhy2NQXwejfMXWLCSonWrmPz05cDk5envz9VRcsf4x4a6+oe462/bAPjyubPsmcwf6oMDq8Xt6cMb5xcsqCHg9bC1SXwWOK6qhWLrAOfcUb55YjGohYnaOsPMUb4SGA4fRyiWabSqxrREw/Exv43GufLEucOoFuewOzJxbv1zqWkaNUbqXClKKQNQLY7wzSEBhzXN8l1L43xfuwOolu4DEBlSd9wMVsrG+bRp02htPdqw6OjoYNo0618orlLUGV8Hj1+kzmUyy0q99UuxzLF0Bkw/e+z7Wyi55HP1HgcS52ZB6FZLdtfdH6a9T3wI2YYQGPUEnGGcg2KWslRi4twmRIw0Wsvzs6zniI4mM3HuLONc6qr5V6Gh8eLBF9nWsc36g8oJAnnxYJPUo1pkOagziXNN08yLJtvfmwU1AvUVHbJ1AmSvMTk5tczGAua2HWJb7jyqxef1sNz4nlxlFa6l/jSx3fdaypMcEs9wxqwKinMtWLkhxzRTVyottX43yR3jHxv6/t+20dkfZlZVPv+20vr0GyA+E6JDUDRlxGLkolw/Z80Rq+Eez4TUebXBOXfEOBeJ8xlOrDI1k5D1lu7WRLV0OJA4N1euqTfoJDdauXHe0wTo4jpfrsC0UFUmqiU0xj0tluOMc4eeT7nqstCea3GJa1GbODcei4OoFrkCZnKxQ4lzixnnEF81qzRxnl8lVinpsfhje5crZeNc1/VhL0B7e3vJznYvZBxX6TQ44dPi9nO3WpvmG+qH1+4Wt0/7CngUcqOAE+oF53x/R7/6souKOWLbssUS43W3wTevLswmT/UyP3AM1QLxGX2lSwFl4jwyCIPdthxCudEK4j05JF5LZnGmQkmMicSaANQX1fPe+vcC8PP1P7f+oHKCwObEeZuxgkAZdsdEtTjDOAeFnHOvP56st/Gi13a++VA/dBus3AxAtYANnPPapeDPFWikFCaOdV3nL+vFRfAHlliUpnIxLbbLHeNPfK0/0MXv3xCfS7d9cAF+uxivJqblzFFTzBcbJaFPrW90vmDWLAhVj2rZJRPnTvQa2YQQmFQszBxHyl8zANWiPKGcuDLRhmvweDmo4ufTNM6dmVxLZJwrlZwosAHVAlBrPJ4Gle9P6Sv0t4kxsgMyjfMSmxCNwykSij+fFk9QQnx1z36ViXNNE74iuLgWQ0k7djfeeCMgUmk333wzubnxF2M0GmX16tUsWbLE8hN0NQ6d/jVY9ztoXAfvPA4LPmTNftc8IMyq4qmw6GPW7DMF5Wf5WFBbyPqD3aze3WGyE5WofJZISA52iWRomuaWyTd3Im0eHhBfaKC8HBTiiQaliXN/NmQXCdO8txlyii0/RKssBlXKNzdS194syCpUd1xDZuK89/AlXJ9f/Hn+vvfv/GP/P9jUtokF5QusO2iekbI5llAt4QGxkgccS5wD6hLnIFIpwUPCOJ98gi2HkMa5bXzzdiNtnlMKeWX2HCNFrZwRR5qFo7H0TTOvH+qWC9N636tQNS+pP9twsJt97f3k+L2cO9eC13Q0HMfFuMa55XLH+MeGojGdm/+yCV2HS5ZO4qTpNn4u7XpebEfAtEidObuSbL+HQ10DbG4IsmBSkX3nNJaqDVRL514YDEK2unHTLpk4r3Si1ygB1WKhJEP4kBOMcwdRLY2m0ao40WqiPexB+skxYGtPiEg0pq5Y0TTOG0U4TWVBJw4xznXd1nJQgJoiB1AtOSUipTzUKx6fAxjDQwY6SimqpesAoIM/L36daqGmlonvjf0d/SMGHGxR6XSxQqvDLQiFFBLna9euZe3atei6zsaNG83/Xrt2LVu3bmXx4sU88MADNp6qq6SVXwEn3yBuP3er4BCmq/AAvPpDcfu0G8XFtAMyOed7FHPO/dlx1lPLO2nvzuSbO7FkUy4NC+THedEKJRMatnOUj5TNnPO2BFSLMvUa5nF+pfKBJkBZgnGemCSbUTyDi2ZcBMCP3/6xtQdVhWrpVWicy9ekz5jgcUjx96aCi2AFBaF728Tgud6uCUoT05IZaXOAudWFlOUF6BuK8va+Tmt2Wn+q2O59Oek/+YuBaXnPvCprVlUdWiMuxHLL4pxiV5bJHeMfG/r9G/vZcLCbgiwfN10wx74DdR8UK1A0z5gTWTkBL2fMEivi/r7ZYU5+bmncpLJgLJ+sYjE9odfIicS5ZO9aa5xLY6q5Z5ChiH19JcNKUcn4cHIscR40Euc2MLFBXL94PRoxPb7qUonkCsTIAAxYNG5JQXHGuUKjdaATwkZ62Kbns7bYSJyrXEGgafHUedd+dcc1pOu6M4nzxFU9NlyPTyrOwaPBQDhqXp8qUamBYWt3jXNIIXH+wgtiSd5VV13Fj370IwoL1acbXaWglV+Etb8Vy8hfvBPee0d6+3vrfpHULZwMiz9hzTmOQyumlXLvS7tZvdsBznnFHGjfCS1bYUZ6fHeZPHEkcd5pT0lQsnKsfKagCtq2xVnSFkup0SolE+d56jEtAGV5AtUyFI0RHIwcVor6+cWf5+k9T7OqcRVvNL7B8hqLyvwUoFrC0Rid/QpRLdI4L6h25D0ppbR/QIVxbiTO68vsNs6dLwaV8ng0Tp9VwZ/XHuKFba3mZHNamiqN81eTSoNFYzpPbjAwLYstuiDc9U+xnXa6ckzcu0HuGH/iq703xH8bhaBfee8sKgtsNPXk+7F2mTCjx9B751Xzt83N/P2dZm58r8N9EFULRBKyaSNMOUnJIQ91DRCKxAh4PeoL6yChtK7e0t2W5QXI9nsYDMdo7B4wU5FKJCdAgg0Qi4LHO/r9LVSjU+WgMqFcYI/R6vVoVBZk0dg9SFNwUN3j8+eIlXsDHeL5TOIzxSqFozHz+k3p8ymfy9wy8fhtkMk4V41SKpoMrVsc6R9o6x0iFImhaYqfz669YmsDpgUg4PNQU5TDoa4BDnT02/v9nijZX+KiWoBxMM5/+MMfEolEjvp9R0cHwWAGNKa7EsrKhwv/R9xedQ80rBv/vvra4MXvidtnfB18FpR8jVMn1JeiabC7rY8W1carWRC6Je1d7WgRxvlxVQVp7ytlmR/uNhVGjaE4Q+/YSpw7wjjvS0icO6Bsv5cCI03adsQM+OSCyXz4uA8D8L9r/peYblEaSQGqpaNvCF0XFxElVpQajqVe4zUpX6MOqaZQ4aSWTKTYZJyHIlHzYqG+3KbUSdt2sc2gxDnAmbPFRNqL2yxalTFpmeCc97clldJcvbud1p4QRTl+Tp9l0aTejr+L7cxzrdmfq2HljvEnrr779Fa6B8LMqynkkyfZPL7baWBaZp6T1N3PmVuJ16OxtamHfe0WrIJNRw4UhO5ui2PDlOEvpAY6490+xVMs3bWmaaY5pxzXUlANmhf0qG2BmJEkV+U5xji3KaEMCQWhyjnnCRMhCtXaE0LXwe/VzDCQEsnHaROmBeKvz8buQbX9EhID60BB6EED01JdmE3Ap/Cz1sZiUCmJndynknMuE+cuqgUYh3F+2WWX8fDDDx/1+0cffZTLLrvMkpNyZZFmnQfzPyTacJ+8QTBCx6O/3yz4u9WLYOknrT3HFFWU42dejUhCrd6jOHVuFoQmX5A2nMLRGHuNQfTMSgeXbFo8gE5W8S9y1YNsg7NrV+LcCeNcolps4KklqzKjIPRIzjnAtYuuJdeXy6b2TTy+83FrDqgA1SKfy7K8AF6PggS4WQzqHN8cElaDKE2c2zOwPtAxQEyHvIDXvt6BDEycA5x+XAUeDbY29ViTNPJlwdRTxG2ZNB1FEtNywcIaay5celuhYa247Rrntsod409M/XNrM4+9fRBNg9svXmCvORuLxot6ZyRnnBfnBlgxTaRI/75Zrcl5lBwoCN1lhGVmVDg45s+rgID1ifBJhnF+UHWq1eONG8gKcS2D4Sid/eJ6WikTGxLMVnsY5+BguEk+ph61xrlcPVBZkI1HxXhfSr5mbTTO5aRW/1CU4MDRE+K2yeZgzGiSRcXKV/Z02rOqJ1FTSp0wzg1McfdBUYD6LlfKI6vVq1dz1llHF8GceeaZrF692pKTcmWhzv8vwcxtXA//vD31v9/+d1j/EKDBBXcpXQo3klZMc4hzXmmUorVuFcvVx6l97f1EYjq5Aa/ZeK1UNpUEJStpzgUHI/QPKfwil6WLdiXOHUW1OJM4h8SC0KO/UCtyK/jCki8A8MM1P6RbFmCmIwWoFuXPZYYkzs1iqN4Q4ajNvFKbUS17zYRfnj0lOrGYQHdBxiXOS/ICLJ1SAsC/tlv0PpF4sjGM81AkytObRCrOOkyLkW6tXpR2Mber0eWO8SeeugfC3PQnkZ6++pRpHD+1xN4DHnobBrsgqwgmHZ/0n503X7x3//6Ow5xzWRDa/I6YBFCg3W3COHek18jmMb/kCDtSECpNR4UGnTSUs/2ew/CESqQgpRzHaSo2yRILQhXKOV69gWopsu+5zPZ7KTVS9Eo55zKY5wCqxRG+ORzOOLdJU4zE+YEOhcZ5fqXoxNNj8cmBd7FSNs5DodCwyzjD4TADAw58aboaXQVV8IG7xe1XfwSbH0/+b7sPweOfF7dP+gJMWWH56Y1HK6aL1IpyznnZTPD4IBRMq8V9Z0sPINLmylqRE2VTSVCyKsj2k2/gPZQmGqQpaVPi3JlyUMM4dwjVAvHE+ZGoFqlPzP0EM4tn0hnq5O61d6d/QDNx3pzWBNZoalX9XGZI4rw0N0DA60HXoaXH5osmaZz3t8OQ9YNAyTe3rUcieFAUWXn8jk1CjqYzDUTKC1stWpkhjfN9r4my8BH0r22t9AxGqC7MZvk0izilEtNy3Hus2Z+rEeWO8Seebn/qHZqDIaaX5/HV8xTww+VE1vQzwJt88e975onvt7f2dY44XlCi0ungyxGf34q4rbtajGJQJxPnNiUhZbLzoBPGuTQd07gmS1USZVdTlKP2Gk7X46iWAhsT54aB3Ky8h0oa5+qeS4ivfq5SbZx3G4/TxkkQiE8IKOWcy/G9g6gWuRJGmWzqkUiUmThXaZxrGpROE7ddXEvqxvny5cu59957j/r9z3/+c44/PvnkgSuFmvdBYXwD/PlaUfA1lkI98MjlgmlatRDOudnec0xBy+vFxfiOlt5hU662yReIs57SwLXsNJZsznRiAA2OJ84BqgqFIanUOC+wL3HeF4rQNySSS44wzh0qB4W4udw2DKoFwO/x8/9W/D8AHt32KGua16R3QGmcR4fi3E6LpRy7o+BiKBl5PBpVRfK9afMgO7tYpBjAlgslaZxLJqDlknzz0ukpmUeqdNYc8T55dWcboYgFqcqK2eL1GRmE/atGvNuf14rn8v2LaqzBHMWi8ZT7TNc4t1vuGH9i6fG1h/jjGoFo+f5HFpHtV7AqNEW+uVRtcQ7zawvRdTHB5pg8XqiaL243bVBySJk4n+FE4tzmJKQ0qA51KTRzpMyVawqNc1kMqhrT0t8uxr1gr3HuGKpFGudqUS1ygqBGOXZHJs4n23oYsyBU5fMpUS3BQxBVuLKcxMS5QuPcxh6JRE0tFd8f+1Ua55DAOXcLQlM2zu+44w7uu+8+Tj/9dL797W/z7W9/m9NPP53777+f7373u3acoysr9N47YNb7xEXvgx8WCJaR1N8Bv/uYYIrmlMClv7Wt8Xk8KskLMNso1XxDNee80uCcp1EQKo3zGU7wzQeD4gMeHEucg0hqQJwtp0Q2Js5leirH7yUvoBBnlBGJc2mcjzyJdWL1iVw882J0dL7x8jfSQ7b4cyBglOrahGtpU45qMV6T+c4mziHxosnmSUlNs5VzLhmA9XYlztskpiWz+OZS82oKqSjIom8oypt7OtPfoaaNiWvp6BviH1vEa/nDx1t0MXhojfjOyi6CySdas09XI8od408c7Wzp4f/9WSBarj9rJifUW7TCYzQNdMKht8TtJPnmiZLFxZYhpMYrsyDUfs55z2CYZgN74Uji3HZUizTOnUC12NuVMpwaHUN7GIZyXoUIctmkKpUl8YmSxrkMkiiSfD6rnUK12Fj0CphI2EaV78+CarFCX4/GUZSKdMgJVIucnMyrtKVHQkomzlt7QmpRt5Jz3u4mzlM2zk855RRWrVrF5MmTefTRR3nyySeZOXMmGzZs4LTTTrPjHF1ZIY8XPvorUawVGYCHPgbP3iRMcildF0mSX5wF+1+DrEL45J/iSzQySCauRXlB6FyxTSdx3iqM8+OcMM679ottTilkFag/vqE4Q8+BxHkoaDkaIjGhrHTpZgYwzitGKQdN1DeWf4O6gjqa+pq4/fXb02t4T8S12CD1qBZjYJkB/OZqc1JLwSDbRs75HoNxXl9ml3FuJM4zjG8u5fFonGWYVH/bbNGFi2mcvzjsPz++9hDhqM7CSUXMNUq805bEtMw4OyOT/cea3DH+xFBfKMLnH3yb/qEop8ws40vnKvoc2v0vwTotnwXFdSn/+ZmzxXf3SztaicbsQa0lJYUFofK7qDw/Sz0TG2zHM04yjPPGrkH1z6kTqBZjbKTeaDWMc5tXJiaWxKc1Tk9Vhc6gWuKMc4UBQV1XwqsHqJGJc5XGuccbf1wKcS26rpuJ80kqE+cKikEBinL95nfIgQ6Fz2eZmziXGtdVyJIlS3jooYesPhdXdsufA5c9JAzzt34Jr/8U3vylYJdnF4miHMkvKp4i7itLdDJMK6aV8ZtV+3h9t+qCUGmcvzOuP4/F9DiqxRHj3Fm+uZQjSwGzCuNcy96m+AyqBVKO9gCIJKBKMjxxDpDnz+N7p32PK565gr/t/RtLK5dy+dzLx3fQ/ErxWdVrEb/5CCl9PiMhGDAmAB0uB4V4ikrJe9Mm4zwUiZoXCfXlNqVO2neIbYYmzgHet7CGR986yDObmvjWB+anj06ZfqbYNm8UXP4jmPx/WCOex4+eYOHS4+1/E1sX06JM7hg/sxWKRLn2t2vY0dJLZUEWP7x0qTVYpGQk+ebjSJsDLK0rpiDbR1d/mPUHu1g2xeYi05Ekr20UJM53t0q+uQOYlljMdvZuZUE2Po9GJKbTHBw00RBK5ACqxbHEeY8ao1Venw2EowQHI+ome6RxPtgNQ322JncTFU+cK7x+6+8QBACwP3HuBKoFBK6la5+xGmSlkkN29A0xEBZowtpihe9PBcWgUlPLctlwsJt97X3MrlYUgJR+ics4Tz1xDrBr1y6++c1v8olPfIKWFmFcPPPMM2zevNnSk3Nlg3xZ8P4fwOWPCXZ5NAR7XoItT4o3hC9b8NCvfTljTXPALB3b1txDV//oSVdLJY3z1m1iQJqiDnUNMBiOEfB6zCU3StXpPN8c4okGpagWTUvgnFubVJamcXm+fcsnj5LElHh8ghftkGQqu71v7PfhwoqFfGnZlwD43hvf4297/za+g0qmu02ollaJalGROJepeY8fchUstR9D8qKpUcVqEJuM8wMdA8R0yAt47XsO26RxnpmJc4BTZpRTlOOnrTfEm3stWJ2VVw7Vi8RtaaAZ2nSomy2NQQJeDx9YbNGFYOc+wSDWPDDrPGv26WpMuWP8zFU0pvPlR9bxys42cgNe7r3iBHUT9roOO2XfwPiMc5/Xw2nHlQPwopOcc8k472k4fOWtDdrV6iDfvKdRcLE1bxxrYrG8Hs0055TjWuRj6msRIQQFkitlq1UmlCEhoWxv4jwn4DXNcqUFoVmF4DfeI0E1uJZYTKelx4HnM2iMefMqhS9jo0xUi4pVpImSK5IUYpTk509VYRZZPoXYVAXFoFJ1hneklHMuGefdB5V9zmaqUjbO//Wvf7Fw4UJWr17NY489Rm+vGBCsX7+eW2+91fITdGWTjjsXPvcyfP41+OBP4X3fh8t+D1/bCeffCTnFTp/hqKooyGJGRR66rphzXjpdGFzhvnF9GUhMS315Lj7vuOat0lOGJM7NVGtQ8Re5TZxzRxLnEtOSWw4eB15LhsqMyYK2nuS+TK+cfyWXzr4UHZ2bXr6JVQ0jFw2OKMkCtwnV0mY+nwomQuQkTkG1mNxxWGoT5/YMrPe2yWLQPHvQSYPBOIezbKb1+7dIAZ+H984T75WnN1p0ITrrfLHd9vRhv/6jkTZ/z/wqinMtet9sfUpsp5wsTHtXtssd42euQpEoNz66jqc3NhHwerj3305gSV2xuhNo3SYMH28WTD1l3Ls5c5ZYIfevbfasGEtKWQXxAMk4V5AmK5k4n+Eo37zOVtSVLAg92Km4tC63VAS+QBniwznGufEdbnNCGRICFKrDTSbnXE1BaHvfEOGojqZBpcrrt241fHOIo1qaugeJqUQpyfG9QlTLQSf45hBPnCsIJU51wjjPr4RAvsC0yQDmu1Qpuy3f+MY3uOOOO3juuecIBOIXR2effTavv/66pSfnymZpmkhdLL0cVlwLcy5wlHudqlZMLwMUc869/vjS/NbUOec7myXf3KH/z2bi3L7W52QUZ+gpnrkssMdwjSeUFQ6ke420Vn6FumMOI5k47wlFGDSWyI0mTdO4aflNvGfqewjHwlz3/HWpJ89Nxrn1F96DxvJUUPR8yuKcDCgGBag6BlAte9uFUTHNrmLQdqMYNK8y4yeZL1gk0mnPbGqyhj875wKx3fk8hMVFysBQlD+vFReCH7WqFBRgi2Gcz73Iun26GlVOj/Hvuece6uvryc7OZsWKFbzxxhuj3v8Pf/gDc+bMITs7m4ULF/L004dP6Oi6zi233EJNTQ05OTmce+657Nixw86HYIsOdQ1w+S9W85d1DXg9Gj+6bAmnHqd4MmmH8T1dfwoExm9MnGF0L2w41E37GIg3W1U5T2xbtth6GJk4dwTVYiIE6m09jOQJy2I+ZdK0OLpEAa5lKBIzV5g6ViZZYL/ZKseBzarxHjJNH1RjnMtxbkV+Fn6VYTb5XBbZswokUVUFWXg0CEf1MZGalsqBxLmcuJukEhcFyhjnEC8I3deu0DjXtHjf4bucc57yp8TGjRu55JJLjvp9ZWUlbW1tlpyUK1fJaIWBa1HOOa+YI7bjGGxLvvkMJ/jmkJA+qXfm+IZkmqGtN8RQJHXkzbglE+eyjNEiOZo4d7AYFKAw20fAGHAmg2sB8Hq83HnanZxVdxZDsSG++q+v8l9v/Bf94SQHAjaiWuTAMuD1UJijoIwwg4pBIZ6iag4qSKeYifND40JfjSRpnE8tsyl1MgEwLVKnzCinMNtHa49FuJaaJcKoCPeLokDgL+sO0T0Qpq40h9OOs2gir7cF9hurUeZcaM0+XY0pJ8f4jzzyCDfeeCO33norb7/9NosXL+a8884zcTFH6rXXXuPjH/84V199NWvXruXiiy/m4osvZtOmOLf6+9//Pj/+8Y/5+c9/zurVq8nLy+O8885jcFCxITROdfYN8ZN/7uC9P/gXb+3rJD/Lx68+dSLvW2gvrmFYbXtWbGe9L63dVBVmM7emEF2Hl3c4eN2YZmdRMorFdLMc1JHEuaIk5CSnUC2gtCC0pWcQXRfjw1KrVlYlqx6ViXNxLdOkEtUC8UkQZasHnCp6lYlze3n1IPBYVcY1t1LOuZwUcCRxrtA4j0Wha7+4rWA1/xTjuuaAysQ5uJxzQykb58XFxTQ2Hr3kd+3atUyaZP8HgCtXUicZifN3GoMEB8PqDixTKuNJnLc6WAyq6wmzos6iWkrzAqbZqpShZ1fi3AnjXKatHSwGBZEgl7iWVNJjWd4s/vfM/+XKeVcC8Lstv+ODf/kgj257lJ6hntH/2EZUS1uvMP/L8wP2YD6OlHwMGZI4r8gX6ZRITKetz+Z0SmGt4FdHQ/GJIAskkxj1diXO27aLbXnmYlqkAj4P750vJmX+usECXIumwWwjdb7tr+i6zq9Xie+VfztpqnUlhdueBnSoXRpPLrmyXU6O8X/wgx9wzTXXcNVVVzFv3jx+/vOfk5uby/333z/s/X/0ox9x/vnn87WvfY25c+dy++23s2zZMn7yk58AIm3+wx/+kG9+85t88IMfZNGiRfzmN7+hoaGBxx9/fMTzCIVCBIPBw35U6uU/3s3O753K9T/+Pcu/+w/u+vt2+oaiLJtSzNM3nMbpsxxYZdbfAQeMFQcW9A2cPkuk5Z01zu1PnB/qGiAUEb1GyvEBoCwJKY2qg6oT5xDnnFu8cm04yYRyZWEWHlWFvFIm41wdqkW9cW48NkWMc3n9KR+vMsnVEUVqfDMZiGlQObFVZKxs7z4g/AcFOuQEqqWnEWJh0TemYCJEJs4PdPZbs4o0WUnOuZs4T02XXXYZ//Ef/0FTUxOaphGLxXj11Vf56le/yhVXXGHHObpyNayqCrOpL8tF1+EtK5J0yapSJs5TS6nous6OZmEIznQiedLfLtjsEE96OiRN08wZfqXGuU2Jc2m2qk2cG2nrPGdRLZDAOU9xGaDX4+WrJ36Vn57zU2rzamnqa+L212/njEfO4IvPf5H7Nt7H8/ueZ1PbJnZ27uRAzwEaehto8vlo9Xpo72slFLXW3FU+CSJTRBmSOPd5PVQWKMK1eP3xZccWcvNkwq++zC5Uy8RJnANcZJR1PrG+ISmc0piSCfBtz/Dm7ja2NAbJ9nv42AkWfq9seVJsXUyLUjk1xh8aGmLNmjWce+655u88Hg/nnnsuq1YN34OxatWqw+4PcN5555n337NnD01NTYfdp6ioiBUrVoy4T4A777yToqIi86euTu14qXjP08wc2Mj8lr8SjurMqynkfy9dzB8/d7KZNlOunc8LvmnlPEuCF6fMEMb5ql1t6IpMlaOUmDi36Rx2JfQaWTapmIqOdVQLKE2cO8Y3D/VAyJjAU2GcG0WZylEtBWpRLc7x6tUlziHOOVdrnBsTWuF+2wuYpRxJnMvP2KI68NhfSFpTlIPfqxGO6moLX2XivP3dnThPeR36d7/7Xb74xS9SV1dHNBpl3rx5RKNRPvGJT/DNb37TjnN05WpErZhWxt72flbv7uDsOYoSmxXGYLt1u8ALJFnM2BwMERyM4PVozKh0gnVoGFMFNeBXPEgYRtWF2ezv6FdbPmND4lzXddNsLc9XuHRTGucOJ84hzjmXEwip6rTJp/GXi//CH7f/kUe2PcLe4F5eOvgSLx18aeQ/mmIMyh48gfKccqYUTOGkmpM4bfJpzCubh0cbH69QvXGeUA6aIaouyqYpOEhT9yCL7EYwlkwVhXNd+2DKirR3F4pEzYuD+nIX1QJw6sxyJhXncKhrgKc3NvKhZWk+qfWnQlYR9LXy0ovPAGVcsnSSdaWgA10mBoY5rnGuUk6N8dva2ohGo1RVHT6Oq6qqYuvW4Vf3NTU1DXv/pqYm89/l70a6z3C66aabuPHGG83/DgaDSs1zfckn4NXX+FTeKt73mXuYUl6oZvXTaNr+jNjKcuA0dWJ9KX6vRkP3IHvb++3roxhN5ceB5oXBbjGBbYMhucsoBp1e7hCe0TTO7V1lOrlYfNce6hpA13W1r1eFjHMZJpDGsjLJBHagQEkXWXWRw6gWReWgjj2fcnWEIuNcopSUXm/7swVKtK9FpM7zymw9nK7rcca5E8a5Ar45gNejUVeSy+62Pva396tL15e5iXMYR+I8EAjwi1/8gl27dvHUU0/x4IMPsnXrVn7729/i9do/0+LKVaJWTDc45yoLQkungTcLIgPQtTfpP9vaJNIC08rzyPI58F6R56qg9TkZVassIZSyIXEeHIgwFBV8ZmkgK5FEtTjMOAcoy5PG+fjT39m+bD4575M8cfET/PkDf+ZLy77EhdMvZH7ZfKrzqinJKiHHl0OWNwufx4cnISHWNtDG2y1v89P1P+Xjf/04H3z8g/x5x5+JxlJP18rHoMw4N8tBM8g4V7lMV34eWZQ4P9AxQEyHvICXCjvej7FoPHFRlvmoFhAD7ctOFMbf79/Yb8EO/TDrvQAUGsW+V6ysT3+/Upv/LJa+Vs6DiokxOXGsyB3jQ1ZWFoWFhYf9qNSisy6F3HKyQ21M7VjlvGkeDcPOf4jbFhnnOQEvS6eUAPDaLodwLb6s+Ge4TZzzXU7iGcMD8fFFyTRbD1VdlI1Hg1AkNu4Axbglk63HcuK8Rx2mBTCZ2Eqvz0B5OWijaZwrvHaLxeIrTY9lVAsoLQjt6g/TNySu+ZSWgyosBpWSK8/2q+Scy8R59wGIKP6MzyCNu/lsypQpZgLD8UGdq3etVhic802HuukNRcjPUlDm5/GKpGHzRmjZGv8wGUPbDUzL7Gr70wLDKkP45lLyi1xt4twwJ/vbxMWg15/2Llt7xfkXZvvI9is0FszEufOolnKTcZ7+l6mmacwsmcnMkjFMyTvr0ENBuq/5J4eystnWuY1XDr3Cq4deZW9wL7e8dgu/3/p77jj1DmaVJG++xVcPqE6cZwbjHOKTWkrem/LzqMsa43yfWQyaZ8/YpGu/YLJ7s6B4ivX7t0kfO7GOHz6/gzf3drK9uYdZVWl+D815P2z8Axd6VvHCtC8wt8ZCc3H978V28cet26erlKR6jF9eXo7X66W5+fDVYM3NzVRXDz+pWF1dPer95ba5uZmamprD7rNkyRILz95i+QKw6FJ4/R5Y9yDMtsasHrf2vy5S2bllMPkEy3Z7yoxy3tjTwWs727l8hUPj0so50LZNcM5nnjv2/VPUzhZhnDuyylQW1mUVQk6JrYcK+EQBYWP3IAc7+9ViC83Euf2Mc8eY2CbfXE0psHx87X1DhCJRdWEv+Vz2tlh2jTaa4s+nQqO1vw2iQ4AWR9PYrFqJalE9EVJUB4fWKCkIlcXEFQVZaq/FFa3qSdRUg3O+T6Vxnl8F/jyB/O3aJ1ZsvQs1rrXsv/zlL1mwYAHZ2dlkZ2ezYMEC7rvvPqvPzZWrMTWpOIfJJTlEYzpr9nWqO7BkI7YmXyq0tckwztM1LMYrOYjOkMS5TDQoZZznlIoCD4gnttNUixPFoJCQOM8E4zz9xHnKyq9EA4rDA8wvn8+HjvsQPzjzB/zzY//kK8d/hYJAAVs6tvDxpz7OE7ueSHq3SlEt0UjCBEjmJM5rVK4GKbbWODf55nZjWspmKuEZWqWqwmzOnStWpzy0Ov3UeXPNmXTreUzS2vnP+e1p789U+y44sFqUxi76mHX7dZW0nBjjBwIBjj/+eJ5//nnzd7FYjOeff56VK1cO+zcrV6487P4Azz33nHn/adOmUV1dfdh9gsEgq1evHnGfGaOll4vttmegz8ECTXkOAMe919LPvFNmiuDLqt3txFSWnCXK5oLQ3TJxXuHAuF8aOsVTRamzzZIpz0OqU60ytTvYBUN9th5KMoXVM7Glca4moVyaFyDgFRZRS1DhuD63HDx+QLe8i+pI6bruzAoCOcGTX2X7xIBUbZEDjHNQmjiXmBalfHOIX7soTJzXGcb5/naFxrmmuZxzxmGc33LLLXzpS1/ioosu4g9/+AN/+MMfuOiii/jyl7/MLbfcYsc5unI1qlZME4Pv1bstvHgfS2ZB6PDszeG0rcnhxHlXpibOFX6RezxisALxJaxpypFi0GhElL1CZqBaLEycJy35uI/g1ef58/jUgk/xxMVPcNqk0xiKDfGfr/wn9264N6ndmqgWFYnzvhZAFyZhXrn9x0tS1SrfmyXWolr2tttcDNq2XWzLJwamJVEfXy4S8n96+yB9oUha+/r5q4d4KnoSAPNb/5r2uZla/7DYzjg7o7j/7xY5Oca/8cYb+cUvfsGvf/1rtmzZwuc//3n6+vq46qqrALjiiiu46aabzPt/6Utf4tlnn+V//ud/2Lp1K9/61rd46623uO666wCRlP/3f/937rjjDp544gk2btzIFVdcQW1tLRdffLGtjyVtVc2H2qUQi8CGR507D12HLcbE85z3W7rrRZOLyQ146egbMoMlypVYEGqxuvqHzPHh9Aoneo32iq2iMf9kpwpCs4sE+xtsR3zEmdgOGeeKEsqaplFZKMbASsNNHo+ygtDgQIQBoyxd6fMpkUKKMC0AtcXi8bX2hAhFLCiIT1ZFxqrMLgsQgWNIFoMqxbTA4ROUijTVuL7Z12HvROFRKjOM83cx5zxl4/xnP/sZv/jFL7jzzjv5wAc+wAc+8AHuvPNO7r33Xn7605/acY6uXI0qyTlfrZJzLgtCk0ypRGM6O4wlm3OcRrVkCF7AEcY5xMs0e5pHv1+SUo72AMM01wFNLJ92WM4kzo2kfW/rsP9cnlPOT875CdcsvAaAu9fezX0bx05NthqPoVzFRIhM1ORXZVR6udpcDaLg+ZSDze6DYkIoTe0zEhj1dpXNtU+sYtBEnX5cBfVluQQHI2mxzlt6Bnlo9X4ei54GgPbOkxDqTf8EY7G4ce5iWhyRk2P8Sy+9lLvuuotbbrmFJUuWsG7dOp599lmz3HP//v00Njaa9z/55JN56KGHuPfee1m8eDF//OMfefzxx1mwYIF5n69//etcf/31fPazn+XEE0+kt7eXZ599luxs5wvSx9QSI3W+9kFhYDuhhrdFWtCfBzPPsXTXAZ+H5dPE+N0xzrmZON8qPn8slOSb1xZlk6cCI3mkFLN3ZSHfQdXGOcRNSBtxLdGYTrMx3q9RXSYpmdiKUC2QsPJQeUGowXG3uSC0MShep8W5frVoD8WrB0CsIMjyCcuvuVvhdZrsH1CSOBfPp7KyTICh/nh4S2HifKrBON/X3o+ucmwgE+cdbuI8aYXDYU444WjG3fHHH08kkv5FrytXqeokI3G+4WAXA0OKZlJl4rxtuyiLG0N72/sYisTI8XupU/mhLhWLxb+4MgTVIgeeLT0hoiqX6UokhkWJc6VoD6k+A9OSWwZeBy7IjpBMnCsthZIrB/pGRu54NA83LLuBLx//ZQB+9PaPeHbvs6Pu1nw+VUyEyAGXfCwZIvnebOwesH9QVlAD3gDoUUvKvUxUi22J84lrnHs8Gp8/cwYA9760m8Hw+L4v7/nnTkKRGPrkE9FLZwjm4ZYn0z/Bfa9C937B5J1zYfr7c5WynB7jX3fddezbt49QKMTq1atZsWKF+W8vvvgiDzzwwGH3/+hHP8q2bdsIhUJs2rSJCy644LB/1zSN2267jaamJgYHB/nHP/7BrFkT5L278COiS6FlMzSuc+Yc3vmL2M56L/itNwtPniHG76/tUrhiNFEl08T/48gAdO21dNdxvrkDxaCQkDivV3K4ScXi2kY5qgXiJqSNBaFtveJaxaPFe32UST6uAjXloHDsF4SaqwdU8+rl5I40lRVI0zSTc670/SlRLQoY53HjXOGklsIeiURJH6lnMEL3QFjZcSkV1w8uqiUF/du//Rs/+9nPjvr9vffey+WXX27JSblylYrqSnOoKcomHNV5e78iznlxPfhyRElcx54x7y4xLbOq8vF4HCjT7WkUZSSaV+ks92gqzw/g0SAS02lXmVSWJYwWJ87VGueSi+08pgXiJnNHX0gdq3QEVMtw+vSCT/PJuZ8E4D9f/k/Wt64f9n59oQj9xuSbkudTJs4zDEkhl+gOhmP2D8o8HlEgBGlzzkORqMlwVMI4n4C6ZOlkaouyaekJ8ZtVe1P++21NPTxoMNK/et4cNJkMX/9Q+if31v1iO/9iW0w6V2PLHeNnkHJKYK6BR1n7O/XH1/W4cT7vg7Yc4uQZAlG2enc74ai1ie+k5PVBhTGRYjHn3DTOK94lxrlTqBaIp5S77TPO5diiqjAbn3dcFXHjV9BInCvEe1Q7ZpzLSRA1xrl6Xr3xGi1UNwkCcVyLUjyqHNsPdNjePyAZ55OUGucJCFwFPRJSOQEvlcY16j6VnPMywzh3US2pSRYHfeYzn+Ezn/kMCxcu5Be/+AUej4cbb7zR/HHlSoU0TWOFsdxTGefc44kPtpMoCM0YvnnR5IxIKAP4vB4qC+QXucKBmdWJc5VMbCmJJ8mAYlCAkjyRvonp0NmvKHU+BqrlSH31hK9y5uQzGYoN8eUXvkzXYNdR95GomRy/V83S6gxNnGf7vZQZz6mS96ZFnPMDHQPEdMgLeO15Pw50xlc4TNBG+YDPw5ffI7677v7nTjr6kn+/xmI6N/9lE9GYznnzqzhlZjksvhTQYM9L0LZz/CcWbIibdCdeM/79uEpb7hg/g7RUTPiy8VEIKzYkmzYI89WXAzPfY8sh5tUUUpzrp28oyoaD3bYcY0yZuBZrOee7WoVRNNOJxLmuKzfOJ5uoFsX4AIind4P2oVoc45tHhuLjDoWJ82qnUC2KGOeNTj2fcnJHcYitxomC0JxikcYG21PncsKuTqVx7gDfXMrEtXQoNM4lqqX7gPhcehcqZeN806ZNLFu2jIqKCnbt2sWuXbsoLy9n2bJlbNq0ibVr17J27VrWrVtnw+m6cjW8VkwXyz1fV8k5T2QjjqF44txhvnmGFINKOTIwszhx3uYkqiVDEud+r4eSXNEO356CEZeWkkC1JMrr8fK907/HtKJptA60ctvrtx11cad89YDkVioqfEpFSt+bctCZZuJ8n1EMOrUsD82O9Ic0hgtqIMuhz3IL9KFlk5lbU0jPYIQ7/pq8WfSbVXt5Y08HuQEv37zQ+P4rngKzzhe3V/98/Cf15n0C1zPlZKhZNP79uEpL7hg/wzTtTPEeG+yGzX9We2w5kXXcuZBlj/nr8WisNMbvqxzjnKfWWZSsHE2c97cLhBZaPPVps2QpX99QVC0+AOImpI2Jc2m01qrmm8uQjzegtNOoyuy6cYpx3jj6/dJUHNWi+PmUEwIKUS2AiWppUL2CQH7+2Ng/0D0QpscovJfIKCVSPDmZqCmlAke5v11hQWh+leg70WNpX69NVKUcqXvhhRfsOA9XrtKSTJyvO9DFYDiqpuijwuCcJ5M4bxbG+ZzqQjvPaGTJD7gM4ZtLObIU0KbEudJy0F7DLM7LDOMcoCw/i87+MG09ITUTRCaqJTnjHCDXn8udp97JJ5/+JM/te46ndj/FRTMuMv9dvXFuTN4UZFbiHMR7c3NDkMauiZM4N/nmdmFazGLQiZk2l/J6NO64eAEf+flr/OntQ7xvQQ3vmTf6a3DjwW6++4yYJL7pfXOoK034f3zS52H7M7Dud3DW/4Pc0tROaKAL3vhFfF+uHJM7xs8weTxw/FXw/LcFymjJJ9QcV9dh8+Pi9ryLbT3UyTPLeWZTE6/ubOe6sx34bDVDMNYZ54PhKAcMdIAjiXNp6BTUgF9Nojbb76U8P0Bb7xAHOwcozlXIAS+yn3EuQwTKE8rSaC2oFp8HiuRcOaj9zyXEH5dSVEssGi89VYxqmWSgWpQmzkFwzls2i/4amyQxLeX5AXICCoteFRcwJyqxIFSZNE2kzps3Cs75BL8WGo9S/gRubR15WfzGjRvTOhlXrsaraeV5VBRkMRSJse5Al5qDJplSGQxH2WvMCDqGasnwxLlSVIuFifNoAp+90gnGeV65umOOIVmW1KYscW4Y532t4iI/Sc0vn8+1i68F4M7Vd9LcF38dtJmTIIou+OTkjZzMySDVqOQhWpY4FwNI+4pBt4vtBCwGPVLHTy3hM6dOA+DGR9aZ6cjhdKhrgGt/+xZDkRjnzKnk8hVHfI9MOx2qF0K4H17/aeon8+YvIBQUk9Fz3p/637uyTO4YPwO19JPg8cPBN6Fxg5pjHnwLOnaBPxdmnWfroWRB6Jr9neMuLE5LcizftgOi1iSl97T1oetQmO1TXyQJjiUhJ5U4VBBaaKR3FTDO1TOxpdGqFu1hJs67Q2rRO7IctKcJYvb1HsjAVpXK57O3BWIR0DzKx/2OoFogocPIPlSLLAaVq16UycHEuTTO96tEtQCUGbiWdynnPGXjfOHChfz1r3896vd33XUXy5cvt+SkXLlKVYdzzhXhWmTifIzB9o7mXnQdSvMCzgygATqNAtOSac4cfwSZiQaVZSVysNLXkvagrKNviJhuTMLmKXxuezML1QIicQ5xdI3tknz36BAMwysfTZ9Z+BkWlC2gJ9zDD9b8wPy9mziPSy53VFL0ZVHiXE5Q2mecy2LQYyNl8bXz5rC8vpSeUIRP/OJ1tjYFj7rPjuYePn7v6zR0DzK9PI8fXLrk6IJrTYMz/kPcfv1n0J/Cd3BfO7x6t7h92leUJupcHS13jJ+Byq+EucbKqDW/UnPMdUYZ6dwP2I6lmp4QfFmvKviSqKI6CORDLCxSdBZoV6uYiJxZmW8PNmwsOWToTC6WnHPV5pxhKg/1CKyRDXKMcR50JqEsjfOhaCylLpS0lV8NaGJs329fb5kMhdSqfD7N1QM1yvvGJKpFySrSRBVLVIv9xvnkEoWYFl1PKAetV3dcQ3LVp3LjXHLOO6z5rjxSfaEI97+yhxe2tajvykhCKV+h3HjjjXz4wx/m85//PAMDAxw6dIhzzjmH73//+zz00EN2nKMrV0lJcs5X71FUEFpUJ1hPsfCoM2/vNIpB3JzqAmcG0AAdhnFemlnGuSOM8/xKQBOz/mkOyqTRWpYXwOdVaPj0ZR6qRZYxtvcpMs792ZBVJG6ngGsB8Hl8fHPlN9HQeHrP06xpXgMkFr0qGEjHYgnloJmXOJfN9AdVpFOK68W2tymtAjzTOC+32Tg/RpYnBnwefvbJZcyuKqClJ8QHf/Iq//P3bWw61M3Gg93c9bdtfOAnr7K/o5+60hx+d80KinL8w+9s9oUidT7UCy98N/mT+Nf3INQNVQthwYeteWCuxi13jJ+hOuHTYrvhUQj12Hus8CBs/pO4veTj9h4LEXxZbgRf3lDZUxQ/gYQVpNYUhDrKN4cE41ztKlM5blAy4Z6oQB5kF4vbNqXO5crYGtWM80SzVaECPo9ZEq/0Gs0XiAdjbMK19IUiBAcFE1vpRIgsr1W8egCg1lhF2hOKEBxU2EGgIHEuP28mqSwG7W8X411Q1iORqKmGcd4UHFS7Uqt0htjalDjf3drHbU+9w9f+sN45z2wUpez0fP3rX2fVqlW8/PLLLFq0iEWLFpGVlcWGDRu45JJL7DhHADo6Orj88sspLCykuLiYq6++mt7ekZcWd3R0cP311zN79mxycnKYMmUKN9xwA93dh89Ea5p21M/DDz9s2+NwZZ9OMgbeb+/vZChi3/IuUx4PVMwWt0fBtWxuECm+BZOK7D+n4TTUF0dCyJnCDJEjjHOvP16wkybn3BG+OUCfUaKVX6H2uKNIDrDbelQmU1LnnEvNL5vPh2cJo+7O1XcSjUVpNc69vEDB6oH+NlGGiJZRKwek5JJHJRfAuaUi8QfjHlwPRWLmudrCOI8mTJAeA6gWqbL8LB659iROO66cUCTG3f/cyfvvfoWLfvIKP3lhJwPhKKfMLOPPXzhldMPA44H3fkfcfuuX0Lh+7IMfXCMwLQDn3QEehWxKV8PKqTG+qzFUf6r43BnqhXU2T2Bse1qkdgsnQ/3p9h7LkFwx+sZeB4xzsLwgdFermMR1hG8OziXOpXHepTgFCfGyRWk0W6hYTDdLMpWjWnqcQbXAsVsQKicC8rN8FGSPEAawQ3JSR/HqAYDcgI/iXPFYlabOi6eIra2Jc/F5U6fSOJcrZAtqlfVIJKo0L0B+lg9djz9+NQc2fCSLVmcdqd1twtudZlcAKk2NKyI5c+ZMFixYwN69ewkGg1x66aVUV9ubmLv88svZvHkzzz33HE899RQvvfQSn/3sZ0e8f0NDAw0NDdx1111s2rSJBx54gGeffZarr776qPv+6le/orGx0fy5+OKLbXwkruzSzMp8SvMCDIZjbDjYpeagslSodeuId9l0SEzWzK91qBhUps1zSsRPBkkaMY3dg2qX5BQYn1dpcs7bVKM9QCSVTcZ55hiu5QWKE+eQYJyP73m8YekNFAYK2da5jT9u/2NC4lzB89ljTNrklYvJnAyTNM6bgoNEYza/NzUtPrjuGl+B0P6OfmI65AW89jx/nfvE6iJfjiMXsHaqODfAbz69nHs+sYzTZ1VQlhegJNfP6bMq+Pknl/HbT69IbnJw+hkw/xLQY/Cnz8LQKIP5UC88/nlx34UfhelnWvZ4XKUnJ8b4rsaQpsGKz4nbr/9UlMzZpfW/F9vFlypDJ8nE+Zp9nYSjCoIvR8osCLU2ce6cce4MQmCSU6gWSCiVPGj5rtt6Q0RiOh5N8XgfElAtahPnkIjTVDiuh7ixbFPi3DnsjvF45CSPYtU6wTmXj7Wn0bIOiSPlCKrFROA60x2naRpTSh0oCC0zEufdByBifVBuT5uYdD5mjPNXX32VRYsWsWPHDjZs2MDPfvYzrr/+ei699FI6OzvtOEe2bNnCs88+y3333ceKFSs49dRTufvuu3n44YdpaBh+ZnnBggU89thjXHTRRcyYMYOzzz6b73znOzz55JNEIpHD7ltcXEx1dbX5k52tfubIVfrSNI3l9QbnXNVyz0qDcz5CSiUa09nSKJbVzq91KHEuU5IZljYHqCwUA9BQJEb3gMKlY/kGU3oiJs4HuwRmBuLLGTNAMnHe2qswcS4ff9/IhXajqSS7hC8u+SIAP1v/M1p7xeoQJRdGGYxpAVF26/dqRBOSVrZKXuDLwWiK2mdgWqaW5dmzvK9dYlpmHpMcbk3TuHBRDb/59HLW3Pwe1t7yXn7z6eWcv6DmaKb5aHrff4vP19at8MR1wxt8sSj8+Vpo2ybu+77vW/dAXKUlJ8b4rpLU4o9DTqlIE299yp5j9DTBzufjx1OkWZUFFOf66R+Kmqs0lcrCxHk0prO71UFUSzQcN4+LHUK1qC4ghDjn3AZUi8S0VBRk4VeJZQQIGqlrJxLnTuA0IcE4tydxLp9PuepZmaRx7lD4QuJalL4/8yrBGxAhCZsmQmTierLKxLnkmyv+jE2UIwWh+VUCU6zH4v8PLJQ0zqc7hTkbQyl/+p999tlceumlvP7668ydO5fPfOYzrF27lv3797Nw4UI7zpFVq1ZRXFzMCSecYP7u3HPPxePxsHr16qT3093dTWFhIT7f4YUMX/ziFykvL2f58uXcf//9YyZfQ6EQwWDwsB9XmaEV04Vx/vpuRZzzitEH23vaehkIR8nxe52bPZPGeYYVgwJk+71mqWajSlyLmThPzzhvCQrjXE4AKJHEkmQXCxZghshMnPeqTJzLCZDUUS1SH531USblT6J9sJ1O3wuAIuNcvvYysBgUwOPRzBUhSgbZ8vNJLjFPUXKwZQumBaBtu9geQ5gWW5RfAR/6BXh8sOkxkTwPJWD1BoPw6BXC+PMG4NIHBarHVUbIiTG+qyQVyIUTjVWzq+6x5xhv3S8QYnUrlHY5eDwaJ9ZLzrmi8XuiZOK8Y3daPRsg0pyhSIyA12MWuClV9wFhaviy42MkRZKJ867+ML2hyBj3tlhm4tw+41w53zwWS0C1qMd7SGO5WeX1GSQY59ZjdwCajGJQ5YlzOalT5JRxLld5KzTOPZ546twGznn3QNjk1StlnMtrFQe74xxJnGtaQkGo9ZzzYy5x/ve//53/+q//wu+PLy2fMWMGr776Ktdee62lJyfV1NREZeXhSAKfz0dpaSlNTckZX21tbdx+++1H4V1uu+02Hn30UZ577jk+/OEP84UvfIG777571H3deeedFBUVmT91depLAVwNrxXTBLta2XJPmTjv2DXskhWZnJlXW4g3ldSelZIJzgxMnINDnHPTcE0P1dLcI865qkDh4EsWg2YYF7s8T5jNbb0hddgdyXhPwzj3e/1m6txb8gJ4+tWsIJCrHTI0cQ4J6RQVy67l4HOcAzFZDGrbYEsWg5YdG8Wgtmr6GfDh+0DzwKY/wk9OgKe/Bk/dCD9eapjmWfCR+6FuudNn6ypBTozxXaWgE68RE04HVsOBN63dd3gQ3vyluC2xMAq1wsmC0LwKo/tGh9Ztae1KYlqmlec5M+6Xhk7xVOWrowqy/WaBtPKCUGnOdVuPapFGo3K+eV+rscJUUz4JAvHrs0bVifMCyTi3xziPT4Q4lTh3BtVSY6JaFD+fsjzThvem/JwpzQuQG/CNcW8Llfg565CmOJE4h/j1msWcc13X2WP0g0w/VozzM844Y/gdeTzcfPPNKe3rG9/4xrDlnIk/W7eOzI5OVsFgkAsvvJB58+bxrW9967B/u/nmmznllFNYunQp//Ef/8HXv/51/vu//3vU/d100010d3ebPwcO2Fd44Co1zakuoChHLPeUbHFbVTgJsgrFwKZ951H/7DjfHDIa1QLxgcvETJyLc3YkcZ5BmBaAsnyRfh8Mx+gfUtTwLRnvfeM3zgEumHYBdfnT0byDFFS9QrZfQUmhmTjPXON8UrEYlClJnJvG+fhQLWbivMxm41xhCnNCa/4lcOVT4gKxpxHeuFeUhva3icmHK5+AuRc5fZaujpCVY3xXNqigChZ+TNx++S5r973pj+L9WTgZ5n7A2n0noeUJxrntvRpHStMSOOfp4Vp2tb47+eZSZrG46oJQG7nYjjGxpXGcX+VIF45EtRx7iXMHns9oJF526ljiXDxepYxzgGJpnFvvlzmCaQHHCpgTNbVUXO9IVKUySc65xYnztt4hekIRNC0+KZBpSto4v+CCC+jujhuR//Vf/0VXV5f53+3t7cybNy+lg3/lK19hy5Yto/5Mnz6d6upqWloON0YikQgdHR1jFhb19PRw/vnnU1BQwJ///OfDUjTDacWKFRw8eJBQaGTcQFZWFoWFhYf9uMoMJS73VMI51zSomC1utx492JaJ8wVO8c0hbkRlqHHuCEPPAsQHQItRDlqlkpMned4ZljjPy/KRYxjObapwLRY9j16Pl/fXXSX+o+gVuga70juvZDQRjHOVvFL5+dS5RyxPTlF728Tg2b7EuUS1uMZ50qo/BW54Gz76AJx8A6y8TqBZvrAKppzk9Nm5SpAdY3xXNunUL4Pmhe3PWpc613V4/Wfi9orPgldhcs/QvJpC8gJegoMRtjX1KD9+nHOeXkGoTJzPqHAoMWcaOs4kIc1xg+rEeWEC49ziVY8y2FOrGtXiYDEoJJSDOsY4t8k4DzqQOO9tEggljz8e+lEsOanVoBLVAlA0RWy79lu+a3l9otQ4j4bj2B0njXPDXD7QOUBM5WSziWqxNnEuA1CTS3LI8ikIsI1DSRvnf/vb3w4zk7/73e/S0RE3JiORCNu2pba8raKigjlz5oz6EwgEWLlyJV1dXaxZs8b823/+85/EYjFWrFgx4v6DwSDvfe97CQQCPPHEE0mVfq5bt46SkhKyshS3ZruyTCep5pybg+3DV0foum4mzuc5lTgPD8aXRmWocV5joloUfpFLszKNclBdj5cmVqpgYktJwzUDER+SDa7OOE8f1SI1OXAi0cEa0Ib43dbfpb2/MWWWg2Ym4xxgkkpUS1GdMIMigym/LwfDUfNCwBbjvK8dBozxTtlM6/d/LMuXJdLn770dzvuOSJk7kJxzNbrsGOO7sknlM2GJUdz5wh3W7HPPS9C8Cfy5sOwKa/aZonxeD8c7yjm3xjiXifMZjiXO94qtQ4aONLAOOmWcRwZgwNoiY8cS56Zx7kxCWYaCugfCDIYVrSQFKDAmCoZ6RS+KxTKfz0KFZqs0WgtrHCuYrzGM86buQbVGq62Jc2mcK0wodx8UXSAO9EgkqqYoG59HYygSM9GxSlRqT+J8T5vEnGVmMSikYJwfyaxVxrAF5s6dy/nnn88111zDG2+8wauvvsp1113HZZddRm2tmJU8dOgQc+bM4Y033gDipnlfXx+//OUvCQaDNDU10dTURDQqPvyffPJJ7rvvPjZt2sTOnTv52c9+xne/+12uv/56ZY/NlfVaOUNwzt/Y06GGcy4LQo9InB/sHCA4GMHv1ZhVVWD/eQynrn2ADoF8yCt35hzGULUTqBaZ1u5pHncypScUYTAsXl+VKhnnvZnJOAcoN3AtrT2KjHMT1dKadsKorXeIobazAPjdlt/RO9Q7xl+kqR7DOM/kxLlKVIvXD8VGKiXFwdi+9n50HQqyfWbZsKVqMwzDoikQyEzunitX6cjJMb6rcej0r4vk4u4XYc/L6e9PYl+WfAJyStLf3zhlcs73OsA5rxg+BJOKdF1nR4vDqJauzEC1HFSNg/BnQ65xnWMxS7nBKcZ50LliUIDC7PhKUqU9VFn5kGWs1LY4dT4YjtLeJzrJlD6fQeM16dAkCEBVQRYeDcJRXV3ACeKMcxvKQR1BtZh88ymOTYKAmGyWK3yUFoTKIGbX/mH7/car3W2ZzTeHcTDOndLvfvc75syZwznnnMMFF1zAqaeeyr333mv+ezgcZtu2bfT3ixfO22+/zerVq9m4cSMzZ86kpqbG/JFMcr/fzz333MPKlStZsmQJ//d//8cPfvADbr31VkceoytrNLe6kNK8AP1DUdYd6LL/gLIg9AguosS0zKoqIOBz6K1mYlqmCaxMBkqWlTQrRbUYZmVkAELjSzNIvnlhto+cgMIlRRmcVJaJc2XGuZw8iIXTThi19oaI9Cwg31NLz1APj2x7xIITHEG6nlAOmnnPo5QckDV0Dagx0sbJOd+TMNjS7Pick5/t8rPelStXrpxUyVQ4/kpx+/lvpzdxvOcl8ePxwylfsub8xqlEzrnyyRv5+R48CIPj60hq7QnR1R/Go8GMCocT5w6V1k12CtUCcXa0hZzzWCy+ulQ949xgYssEtmJpmuZMuAnikwUWF4S2BMX1SZbPQ3GuwtVvZuLcOePc5/WYqwiUBGKkihPKQceBYhxN8cS5QuPc4cnJRE0pNQpCVRrnBdVidZoesxS/I4tBbUNuWqCk3TxZ1nnk71SptLSUhx56iJ6eHrq7u7n//vvJz48PSurr69F1nTPPPBOAM888E13Xh/2pr68H4Pzzz2ft2rX09PTQ29vLunXruPbaa/E4OHvkKn15PJqZOn91Z5v9B5QplY7dAo1iaHODGHg7yzfP7GJQgOoiYbYqHZQFckWpK8STvymq2Rh8Varkm0PcOC/IPMNVuXHuy4Js4/2VJq6lrScEeDix+MMA/Oad3zAYsek1OdAJUWOWPoMT5zKN0z8Upas/bP8BTW5eaolzsxjUrsFWq5E4l30WrlwdY3J6jO9qHDrtq+Li9eCbsP7h8e0jFoPnjLDQ8Z+Kr/pxSIsmF5Hl89DWO2Smz5QppwQKDLNOfuanqO3NIm1eX5anpmT8SA10xUMEDjHOJTJBqTEnVThZbC00ztv7hghHdTRNcZ8RxB+HkynlQjGuVxpuAts4540JqweUfsfJ59KhYlCpWsk571L4fBZOAs0D0VC8p8siOYJqyYBiUCnJOd/XofD7UtNs4ZzLa7lMNs6Tbn/RdZ1PfepTJvt7cHCQz33uc+TliQc3WpmmK1eqdcqMcv66oZFXd7bx7+fOsvdgBdXCvBvshvYdUL0QwEy7L5jkYHnshDDOxZd4z2CE3lCE/CxFpVT5VSJt3tsEFam/RloMnpgcVCpTJifO88VFRavKJYD5VeK919cCjD8RLM95ZdV72D70Jw71HuKxHY9x+dzLLTrRBElOfU6JMP8zVNl+L+X5WbT1hjjUNUCJHRiURJUYifPO1BLne+0ebEkMV4WbOHd1bMod409AFdbAGV+Hf3wLnrsZZp0HuaWp7WP9Q9DwNgQK4PSv2XKaqSjL52XplGJe393BG3s61Ke2K+eIhGvLO1C3POU/394sSk2Pq3IY05JbDlnOICIlqqW1J8RgOKp2AqEooSDUIklESUV+Fn6v4mCdw+WgANWyh0q5cW485mCjpbttcmr1gMQHyckdh1RbnMOafZ3mBIISef1i1UTwkOCcWxT8Cg6G6R4QoR75uaNEDq/qSdTUUjFGU4pqAeErNW+yjHMejenmY8hk4zzpb4Arr7ySyspKioqKKCoq4pOf/CS1tbXmf1dWVnLFFc4UyrhydaROnSk4d2v3d9EXith7ME2DynnitsFGjMV00zhfOsU5XuREMM7zs3wUGGa5UoaeTPqmmzhXyTePRqDPWEWRweWgyhLnEOecp5k4l+dcXZjHVfOvAuBXm35FOGpD0trEtGTec3ikJqks+hpv4rzdbuNcJs7n2rN/V64cljvGn6A66YtiQq+vFf56Y2p/29sCz90ibp/x9YxZxbZ8mlgxunq3EwWhciy/ZfT7jSBpnDvWa9QpEQLOGTrFuX5yDXxhg+rUeaH1qBbH+Oa6HjeNHUycy3CT0uszsOW5hPjqZokJVaZMSZwXOYBqASgyJgwsLAiVOKiSXD95qkJ3kPA5W6/umCOozkC1HOhwwDgHaLcmcd7QNcBQNEbA5zFXRWSikn6V/epXv7LzPFy5slRTynKZXJLDwc4B3tjTwVlzbC5SrJgD+1eZycRdrb30DEbI8XuZU+3QABriBpRMcmaoqoqy6WnppTk4qK5QSSa2pYmZolpMVIvCxHBfK6CD5k09WaZApnHea11ZyJjKrxDbdFEtRuK8PD+Lk2su5v82/B/N/c08tfspLjnuknTP8nD1ZC5u50hNLs5h/YEuNRfAJuN8r7hoTHIZrYlqKbPBOO/viK/yGMfKFFeuJoLcMf4ElS8AF/8M7jsXNv8Zpp8VZ5+PJl2HJ78E/e1QtQBWfM7+c01SsiB0tcE5V4pTqJQFoRPVODdWazlo6GiaxqTiHHa09HKoa4DpKlcNmOac9Ylz5UbrYDeEDfyCQ4xzgGqnUC3yMfdYnDjvdipx7jx2B+KolkaVqBYQBaEHVltaEOoIpgUyFNWi2DgvmyG2FqFadpvXcbl4PZmLCXRh3q6OWcnUuRLOuTnYFonztfu7AMFr9Kle2icVDcdndjM4cQ7xJIdSzrmZOB+fcd4sUS0qE+fSwMurAI8D/MwxJI3zNpWJczkB0jd+4zwW02kzzP6KgiyyvFlcMU+kK+/fdD8x3doyG/NCYAIkzmuLFaZT5CA01C0M6yTUG4qYqwVsYZzLtHnhZMeWvrty5crViJq0DM7+T3H76a/CvtfG/puX7oJtT4tC0Ev+TxjwGaKlU4rxeTQauwfVrHRKVMX4jXNd19lhMM4dM87NVaYznDm+ockqV6olykwpH7Rsl41OGa1ynJhdLHqZHJJ83OpRLXYlzh1YQRAJxa9RipxFtcjH3aAS1QIJBaFWGufCLFZaDDoYhAHj+sTBlT1Sshy0qz+OrVGispli277Tkt3taRXfnZmMaQHXOHd1DOtkwzh/RUlBqMG+bdkMwNoDopzHUUxL516IRcCf52haIRmZDD2VX+Rm4nx8qJZWJxLnMlWdoUnlRFSLrutqDponE+fjL5zp7B8iGhPnW5YvDISPzPoIBYEC9gb38sL+F9I+zcMkJ2sc5FYmK8kNPKTiAtifEy9nS5JzLvnmZXkBinL81p9Tq5gMpdLlm7ty5SpDdcqXYc77Ren07z4G+1aNfN83fgEv3CFuX3gXVC9Qc45JKjfgY+FkUfr9xp7kJlAtkyyA7muBvtRQMY3dg/SEIvg8mnMX/3LZvMNhGYl4UzJuSJTEYAQbRPGtBWpyCtWSAcWgEC9EVY9qkYxza8tBzcS5yqJX+Rh82ZBbpu64wyheDqr6vWkY57YkzhUa52aPRFlGhGnysnyU54tr7/0qOefSOO86AOH0X0vxYlCH+kGSlGucuzpmdfIM8eW0tanHLHK0TVXGhUfnXgj18Pa+LkAkZxxT23axLZsBnsx+q9c4kWiwKnGucvBlsrEz0zgvM8ojh6IxggM2dwtI5UvG+fgmQAAzbV6aFzDLn/ID+Vw2+zIAfrnpl9ZOBMgkUYZPaAFMMpZAHuxSNCAzcS3Jcc5tb2GXxrlbDOrKlatMlccDH74P6k+DoR749UXwyg9F0lFqoBOe+rJIpQOcfAMc/yknznZMLTdxLYo551n5UDxF3G5NLXUuMS3TyvMI+Bwac3cYE85OG+fFYtygnKNcUANoYgKp35rQVINTifMMKAaF+ONu6QmZARMlkhMG/e0Qtu7a0BHGuTkJUps0gtAuSeO8rXeIwXBU3YHl56oNjHOlqJYMwrRISVzLfpW4lrwKyCoCdEsKQiWqZbqbOHflyhmV52exYFIhAC9ttzl1nldmmmB9BzawvUUMoJ01zneIbflxzp1DkqoqciDRkEbiXNd1k/dXWaAycW6ca77NzP5xKtvvpTBbVGe09ip6Li1AtUjUR3n+4cvVL597OVneLDa2beTNpjfHvf+jJCdr5ORNBquuVAyyD3QougA2jfPUEue2YFrANc5duXI1MeTPgU88AvMuhlgY/nEr/M9seOgyePDD8IP58Nb94r5nfAPec5ujpzuaJOf8zb2d6g8+zoJQx/nm4YE4oqQsU1Atirm7Xn98XNVtDa5FXpcoL6wzi0Fr1R73CFXkZ+HRIBrTae9ViGHMKREJbbCMcx6Oxmg1HoPSiZAM4ZuDKNLM9gv7T+k1tx2J8y4HUC0ZaJxLXMu+jj51B9U0KLcO12KGoCpc49yVK8d05ixhML64Lb3iwKRkpM6btr+FrosP8kqV/Osj1W4Y52WZb5w7yzhP3TjvCUUYDItloEqfY4lqyWA2tsS1tKjinFuAapEmv1zuJlWWU8YlM0Ux6C83/XLc+z9KpnGe+YnzOiPJ0T0QJjiogJ9XkmmJc4Nx7hrnrly5ynQF8uCjD8AH7xHfLwOdsP0Z2PkPUTRYOR+u+AucdZPjycfRdEJ9KZomPt9bVLOVx1kQut1pvrk0dLIKHcdBOIZqgbjRbAEbW9d1Z9AekDGoFp/XY47rla4K1jTLC0IFRhL8Xs1cIatEckLLYb45iPJeE9eiEo8qGeehblF8a4EcKQftNFAtxc7zzaVM47xNdUGo4S/JoOY4NRiOmquTXMa5K1cO6szZwlR7eUcbkajFBX9HyuBE9u9fDzjMNwdoM2YAJ0DivLpQfIkrbW2XSeVQd8p8LnkhV5jtIyegsKRTGq4ZimqBwznnSiTT930t42Zathi8+uGwO1fOvxKv5uW1htd4p/2dcZ+mKV1PQLVk7gSIVF6Wz7zAOKBiGWCKTe172m00zge64s9VxSzr9+/KlStXVkvTYOkn4d83wZVPwfv/F97/Q7jmn/D5V2H6mU6f4ZgqzPYzr0asGF2tnHM+PuN8h5k4d4jRahaDTnN8UmSyYcw1BQcJ233tdaSk0dydvnHe0TfEkHH+SrGMkFFIv2rHOOcJzHoLJMNZlQXZeDwK3yMZlDgHqC2SnHOFz2cgD3LESiIrUuc9g2G6+kWYZ9K7PHFeXy6M873tChPnYFlB6L72fnQdCrJ9aie0xiHXOHd1TGtJXTGF2T66B8KsP9hl78GMxHlOpxhsL60rtvd4Y6l94qBa5JK5tt4hQhFFzLXsooRlgKlxzlvMYlDFA2kzcZ6ZqBaACiOBr8w4l4nzWAQGu8a1i2b5fA6D3ZlcMJnzp50PwP2b7h/X/g9Tf4dYRg8ZPQGSqMlGmkGNcW4MxNp2iEmGMWSiWspsMM5l2rxwkvi8cOXKlauJIq8Ppp0GJ3waTrgKJh3vuKGaiiTnXHlBqJk4fyep7yCAWEw3E+fHOZU4N41zZzEtIFbvBXweYroDZqtM9QbTR7VIo1U+HqUyGefOm61y0kBpuAksLwhtMvnmDq0eKHL+uQSoLRaPX3lBqEydW8A5lwnl4lw/+Vm+tPeXtDLQOJeFmsqN8/KE67U0tKdNfHdOL89Dy/Aximucuzqm5fN6OG2WMNZe3DZ+lENSMozz2tAuNGLO8s37O0ShCsSNqAxWSa7fHJRKU9p2adq4OefxYlCFfHOIn2cGJ5UrDNyJLNy0Xb4syC4Wt3vHh2SS5cEVI/DqP73g0wA8t+859gX3jesYpmSKKLdMnPsE0BTTOFcwyC6dAWhiEqR/9GK4rv4hOo3EiUxcWCpZDlcx2/p9u3LlypWrEbVimsCNKC8ILZ8Fmkd8ByU5NjzUNcBAOErA66G+TCE2IFHtxioth4tBATwejUnFknOu2JyzMKXcaPLNHcBuZkg5KMTDTUpxmpCA3bEqcS5ei8qLXs3EufOoFogXozaqRLWApZzzgx0S06IwbR6LQdd+cbskc1At04zgUHMwRP9QRN2BJaqlPbmg00jabTdy00K5xrmrY15nqjLOy2YS82aRS4g5gXYWTHIwoShn/wonieVRGS5N0xzmnKfGz4snlBUOvnQ948tBwQFUC6RV9ApxHvtIKwhmlczi9MmnE9NjPLD5gXEdw9QE4ptL1RkD0wMqir4CufHB9RgpBsk3ry7MJjdgQ+LE5JvPtX7frly5cuVqRJ1YL3CH25t76ehTNBEP4M+Om88tyeHZtjQGAZhRmY/P69CltZk4d944B0zj/JDqVGuRdaiWJmm0ql5dGh6AAWOlhcPloBA3mpUyzgEKrOPVg5OJc8k4z4zEefy9qfj5lFzwrjQDSMSLhycXK5yo7G2CaAg0b8ZMggAU5fopyfUDsFcl57xMBp26xww6jaY9rdI4dwhzloJc49zVMa8zDM75xkPd9pp5Xh/tuWLAemFVO36nBs8woTAtUnIpoNKBmVk8M15Ui8LE8FAvhI0vxAxGfJTnCz6ZbK5XIpNzPr7JMfm5UDVC4hzg6gVXA/CXnX+htT+NSbgM4lYmqzqVqBZIaGpPzji3JW0O0LpVbN3EuStXrlwpVVl+FsdVigvpN/c6hWvZmtTdtzQKvvncGocwLQAde8S2zHlUCySYc8oT5xLVkr7Z2uCY0WokrP258RWVDqraMVSLYZxbVA7aaJx/dZHClPJQvyhphozA7gBmOWijclTLFLG1xDh3IHEuMS3FdQKFlkGqN9LaSnEt/pykg06jSV7LTavI/KCna5y7OuZVWZDN/FpRMvTitvGhHJLVVl3Mpq7MS82ItVzyA6xs4hjncmDapHLp2Dgb2yWqRWnivMdIUwcKMnoVgTOJc8M4H2/i3BhMj8asX1a1jKWVSwnHwvx2y2/HdRwgIXGeubidI1VnNNbvV2WcJ9nUvrfN5pSCNE0q5tizf1euXLlyNaJWTBec89W7VRvn88Q2xcS5LDRVrvBgnBucIYlzaWgdVLFSLVFFCaiWWHqdSWZCuVihOQeHBywygPl7rJSDOpI4lxM4gfyM6cqpSWCc62kgNlKWxJtI3EkacsY4Nwz/4szBtEhJXIs0oZVJTtSOEXQaTfKcp7uoFleuMkPnzBUJ3b+/Mz5jLRmFozFeDgoz7Dh9r23HSUqy4XgCJc4dYeiZxTOpGeetRuJcKeN8AmBawGFUS4orBwB6QxH6hsTF1XDloImSqfNHtz1KcCiY8rGACZk4l4zzg52KBtnyc2uMpvY97eKCfJodifPBbugxLtbcxLkrV65cKddyg3P+xl7FnHM5WdqyJam7b2kS44G5ThnnXfsAXZhzsjDdYU0qcQjVkl8FHh/o0XGHKaQkA9qxxHkGYFoAqopk4lzhuB7i12g9TWlPgkDcOFfKOO82MC2FkzJiEgSg1kjc9w1FCQ4oZGJLw7kz/cS5/FyZXKIQ1ZKBxaBSMnGu3DhP8nptJHX3h2k3UGwu49yVqwzR+fOFof3S9lbbihM2HOxmQ0QsESzoTm55p20yE+eZXwwqVePEUsCC8S0DjJeDKhx8TYBiUIgb5x19IaIxRUmGNBjnMm2eF/CSN0Yz+2mTT2Nm8Uz6wn08uu3RlI8FTMjEeU1xNh4NQpGYmgkR+bnVtn3Uu8kmdlsS55JvXlADOcXW79+VK1euXI2qFdNE4vydhiDBwbC6A8vEeevWMUvP+kIR9hmTuI4Z54l88wwx5xxjnHu88WBCmpxz02hVzTjPMONcPv7eUIQele/D/CrBk9aj0JveivFoTDevLx1JnGcI3xwgJ+A1mdgNKld5S1TLYJcIp6Qhk3Fe6gCqJYON873KE+dyhfD4jPM9BlqmqjBrzGvwTJBrnLt6V2huTQFTSnMJRWL8y6aS0FW72ngnJr4UtK79aX8pjFvRSHwQXT7LmXMYhxxJnI+jHFTX9TjjfIyEsqWaIInzsrwsPBrEdGjvU5ROMZ/H1BPnYxWDJsqjefj0gk8D8Nt3fstgZByv1QmYOPd7PdQYCRUluBaZYOjcC9HhL9J0XU8olLEhceLyzV25cuXKUVUVZlNflktMhzV7O9UduGwGePyiW0YiUEbQ1ibBN68qzKI0L6Di7I5W+y6xzRBMC8BkY6VaQ9cAMVUhCikT8XFw3LvQdd28HqlRycSGjDPO87J8FGQLU0tpuMnjTVhRmh6upb03RCSm49GgIl/htZv5XGaOcQ5xzrnSDoKsfMgVq4jSSZ33hiJ09otrg0kqMUqSzV6SuagWpYxzSLqTaiTFA1CZnzYH1zh39S6Rpmmcv0CYa89utoc//tqudoLk05dtmHjNybERLVfXPoiFwZeTcV/Uo0mWtShl6MlBabBxzFSRVE8owkBYoj0cSJxncDEogNejUZqnGNcijfPxJM57UpsEOX/a+dTk1dAx2MFjOx5L+XgTMXEOcVzLARW80oJaUYoVi8QTHkeoORiibyiKz6MxtcyGAZfJN59r/b5duXLlylVSWm6kzlfvUcg59/rjE7hj4Fok39yxtDkcnjjPEFUVZOH1aISjujnOUiaZ7k0jcd7ZHyYUiQFQVaTQaIV4SjmDruHinHPVuBZ5nZaecS4nQSoLsvF5FdpfEtVSNFndMZOQNJyVJs4hjmtJg3Muzf7iXD8F2X4rzio5ZXTiXFyjtfUOqV0VIlcId+wRwc0UFQ9A2dRVZbFc49zVu0bnzReG4z+3tDBkDIas0mA4ylv7jDRM1QKxbd5k6TGSlsQblM0Ez8R5i8ulcy09ChEf0rwM90EoOWa1RHsUZPvICXjtOrOjJZcpZrhxDnFcS1vvkJoD5qeROE+iGDRRfo+fzyz8DAC/2PAL+sMpGMmxBObmBEqcA9QZyyEPdCgYZHs88cKZEQpCd7WKlMKUslz8dlwEtWwW20q3GNSVK1eunJLJOd+jmHNeaUyaJmmcz6nOAONcfm9mgHxej2m2HupSXBBqJs7Hb5xLvnl5foAsn8KxPmTkykS5KrhJZeIcLDfOlfLNISMnQSChg0Bl4hwSCkLHnziXmBalafPwQPx9WTJN3XGTVEG2n3JjJcXeNoWft4WTRVAzFh7Xc7p7AhWDgmucu3oXaWldCRUFWfSEIry2q83Sfb+1t5OhSIzKgixy6xaLXzZttPQYSUsO8ieY4VOeL9Ip0ZhOW6+iREMgD7KMlvMkTdcWsxhU8eBLnt8EMs7VJc6N/yeDXRBObVCfauIc4JKZlzApfxLtg+38fuvvkz9YX5tgNWqejCnwSlZ1RgHPARWoFohjpkZY/ieN8+l2pBR0HZqMic+qhdbv35UrV65cJSXJOd9wsJuBofQLApNWRWrG+dyaArvPaGR1ZB6qBWCyYc4dVG3OSZOye/yoFkeKJKUyDNUC8WsepagWsMw4b3Kq6FWuesig5xLipZrK35sWFITKc5afL0rUZSC7sgohp0TdcVOQxFbuUYlrSQw6jaMgVJaZuqgWV64yTB6PZqbOn91kLa7l+a0iRXrGrAq0aocT56ZxPrEQA16PZpqXSjnnsrU9yUFZvBhU8dLNCZQ4L88XnE9lxnl2MXiN5yNFXIuZOE/BOPd7/XxhyRcAuH/T/fQM9ST3hzKtkFcJ3swvQUlUnYFqUcI4h4TCmRGM8xZhnM+otGGw1dsC/W2ANuE+R125cuXqWNLkkhxqi7KJxHTe3q+Qcy4/+1tHNs5jMd1knM9zCtUSCcUN4gwzzic5ZZxLVEsaZmuDU3zzaCQ+js0gszWOapmgxrkRenIscZ5hqJb4pJbi1SCyINSCxLk0/5VIYlqKp2ZMAfORqi9zqiDUwLWMcL02kmIxnd0S1VLhGueuXGWcLlggTNKnNzYyGLYmuaLrOs9vEabmOXOroNpIKLZsEWgG1TKN83nqj52mzKWAKplrKRZLxotBFQ++TMRH5hvnyhPnmhb//5IirkUmzlNdQXDhtAuZVjSN4FCQ37zzm+T+aILyzSFunCu7AJZ82RESDLuMwdaMChsS53LSs2wGBBQOzF25cuXK1WHSNM0ZzrlpnG8bcSx/oLOf/qEoAZ/HucRc137QY+DPy7hgxWRZQNjlUOI8DVSLYwnl3mbxfHp8GbUyscr4/6A02ASi8wbiwZNxypHnczAYx4BmGqrFqfdmyQRNnJt888wrBpWqN76D9jhlnKdYENrQPcBAOIrfqzG1dGJca7nGuat3lU6aXkZtUTbBwQj/2JJ6keBw2tnSy/6OfgJeD6cdVy4SH74cCPeLsgSVikagbZu4PQGTkjVFDiQazEFZkolzaZyrTJxHI9DXKm5n2IXRcJKN9a2qkDsQ55z3js84TyVxDuD1eLluyXUAPLDpAZr6kjhuBnIrk5VknDd2D1jeETGsxkgwSFSLrca57Ktw5cqVK1eOyRHOeUk9+LIhMjhiSbXEtMyuKlBbOJio9gRMS4YlIWUiVDlHWaZ7e5ogOr6iPOeY2Ma1SEENeBSz1UdRjeOolvFPgkDi86nQbJXnnF0EWZlVfijxi229Q2oRWMX1Ytu1X2ARx6G4ca7QbJUJ+QwsBpWa5pRxLoNObamhWmQAqr4sz7nvzxQ1Mc7SlSuL5PFofGiZGFD9cc342XeJ+vs7woBfOaOMvCyfGOhUGWnvpg2WHCNpdeyC6JBInhRNUXtsCyRTv40qB2YmqiW5NENLT7yZXZn62wBdsLFzy9Qdd5yKJ85VToDIxPk4US3jmAh5z9T3sKxyGYPRQX6w5gdj/8EETpxX5GeR4/cS0xUlVKRx3t8G/YenDHtDEfMiaIYdy/uajWJQ1zh35cqVK8e1YrpInK/d30Uoosjk8XihYra4PQLn/J2GTOCbG8WgpZlXWDfJKRxEbjl4A4A+7qRyY5dEtajuM0owzjNIzpWDJlyjjdNohfh5K30+Tb55ZmFaAApzfBRkCWSk0vLe4jpAg3Af9I9vIjSOanEicV6v7pgpykS1qGScQxytmSLjfKeB3JxZmVmTSqPJNc5dvev0oWViudRL21tN0ywdPbleDHIuWJhghtUYBaGN69Lef0pqeUdsK+eIwoYJJmcS58agLMnBdbwcVGHiXGJa8iozKoEykpSjWmBcifPBcJTgYASAinFMhGiaxjeWfwMNjWf2PMPbzW+P/gcTOHGuaRpTy0S6Qwk/Lys/zkI8wrTYY6QUyvMDFOcGrD+2LAatdo1zV65cuXJa08vzKM8PEIrE2HCwW92BJfJwBON84yFxLgsmFak6o6MljXNZ0JZBSsRB6GmYninL44knlbvHl1RuMNAetaoZ52YxaGaNE2Wwqa03RDiqYNWhlFwVHBmAgfF1HOi6Hk+cp4hlTEtBI6BXlFmYFhBjekc6CHxZ8WugceBa+kIROvvFKpJJrnF+mOqNctCu/jBd/UPqDiy/e3qbBJ4oSUnj3JaVwzZp4jlrrlylqekV+SybUkxMh8fXpbf0a2dLL1ubevB5NM6bn2Cc1y4V24a1ae0/ZU3QYlApuYROKUMvReM8Xg6qcPAlU9T5leqOmYYqnTDOx5E4l5MgWT4PhdnjK+ucWzaXDx33IQD+643/IhKLjHznCZw4BweWAVbOF1s5IWhIYlqm2zHYigzFcVdV863fvytXrly5SkmJnPM3VHLOK+aI7RHfQSDMuI2HhEmw0FHjPAHVkmGqKRbj5MFwjI4+hUYOxFO+40B8xGK6mThXas5BvOg1w1LKZXkBAl4Puq4Y1+LPjq+0Hefqgc7+sIkYVIrZNBPnmWecQ2JBqGKUklkQujflP5XnWpjtozDbb+FJjSJdnxDGeW7AZ04MKcW15BTH+xhSSJ3vchPnrlxNDH3k+DpA4FrSSUE8tUEkA049rvzw5KNpnK+HmMKZeTNxPjENn2onGHqmcT52UlnX9YRyUAcS5xOAbw5QkS+ex+BgRN2y6nEkzlsSJkG0NNigNyy7gYJAAVs6tvDA5gdGvuMETpxDvHhG2TJAOQE4gnFuS0qhbRvEIpBVBEV11u/flStXrlylrBUG5/z13Qo55zJx3rr1qH9qCg7S1hvC69GYW1Oo7pyOlIlqyTzjPMvnNVdnKjfnZMq3O3UsZ1tviKFoDI+mOCQDcaO/KLOMc49Ho6pIPJeOFYSOc/VAo7F6oDw/QJZP4apd87nMVONcJJSVvzfTKAjd3yEwLVPKFPLN+9thqBfQMv66QKbOleNayg2sWdv2pP9EXsu5xrkrVxmuCxfVkOXzsL25lzf3jm/pVyymm5z0DyyuPfwfK+aIUqFQN3QqLAid4InzmoTWdmXLOgsTjPPY6CZvcCDCQFjcR+lgWhrnBRPDOC/M8REwij7aehWljGSKO5XE+TiLQY9UaXYp31j+DQB+uu6n7OgcoVl8gifO642BqrrE+fDL5OPGuZ188/kZV7TmypUrV+9WycT5mn2dRFShIuRYum3HUSWTEhkzq6qAbL9DCL1ISJTsQbwXJMOUiGtRKpnyHUfiXJ5rdWE2ftWldd2Zi/eoMVYFN6h+LovG/1xCHP+pvOg1Q1cPSDn23iw2jHP52ZWCTOO8VKFxLicnCyeJFRAZrPjKYMW9ErIPZJhJ5uHU2TdEu7EKabod13I2yTXOXb0rVZTj55Kl4ov4gdfGZ2yv2t3Owc4BCrJ8vG/BEQlSrx+qF4rbqnAt4YH4h7s0nCaY5BK6oUjMZJjZrrxKUbqpR6GvddS7NgbF4KIk16/2QmmCJc41TaM8X6zAUIZrKRhH4jyNYtAjddH0izhz8pmEY2H+85X/JBw74vUbDcdfXxM1ca66eEaWLDe/c1gp1K4WcfwZdqQUmjaKrcs3d+XKlauM0eyqAopy/PQPRdnckDxHNS0VTYZAAcTC0L7rsH/aaBjni5zmm+sxyCrM2PHhJCPVesixxPn4jfPaYsWYFoifb4YlzgFqE8JNSlU4/tUDQALfXDWvPtMT5w6V98rEeVfqifMDhnFe54RxnoEFzEfKvE5TiWqBBOM8ucT5TiMANak4h9zA+FCpTsg1zl29a/WpU+oBeHZTk/lBnIp+/4aYKf3AklpyAsOYqDVLxFaVcd66TQygc0onDAv7SGX5vJTlCcNVWUGo1yfMcxiTnxdPLSgefJnG+cRJKisvCJX/b/raIDoKZzxBzWbiPP0EgaZp3LLyFgoDhWzp2MIP3vrB4XfobQF08PjivMYJJplkONQ5YPIibVXZceL/V6jbLMyKxnQz8T7TDlRLYuLclStXrlxlhDwejRPrRepcGa5F06ByeM75BqMYdOFkB41zuSy+/LiMXSHlmDlnMs5TN1tlolo53zwajl+HZGBKucaYSGhUnjgfP68e4qiWGpWJc12fAIxzh1AtknE+DlTLAScT5xmIwzpSypGaUikmzs1i0AmEaQHXOHf1Ltac6kJOO66cmA4/fXHX2H+QoIOd/TyzSSRbP758yvB3Ul0QamJa5mXsADoZyaV0TUGFX+QS1xJMzjhXOvgCw3RlQk2IKDfOc8uEyYoOfS1J/YnJq7eoLKgit4LbTrkNgAe3PMifdvwp/o8S05JfDZ6J+dVbUZBFXsBLTI8vl7RVvkB8+blhWhzs7GcoGiPL57E+Dabr0LxJ3K5yE+euXLlylUk6abowzl/bpZJzLrs24sgwXdfZZBjnizLBOC87zrlzGEOO4SBMvEdDyn8q0/HKE+c9jYAO3kC8bC+DJBPnDaoT55IrPc7EeYMTRa8DnRAxXvMZapzL/x+tPSEGw4r6qCCOauk+kHIPnDOoFoNMMAGMcxPV0tqnDnkL8SLtzj0QHvvzQRrntgSgbNTEvHp35coi3XCOGGz+cc2BlNIQv3p1L9GYzikzy1gw0jJNaZw3rh+TnW2JzGLQick3l6pxYimgLJ4ZI3He6BQnzzRdM3Mp7nBSbpx7PAkrB5LDtchyUCsS51LnTDmHLyz5AgC3v347a5rXGOcki0EnzqqBI6VpGlNVLwM0Oefi8217sxhsTSvPw+uxeIIw2CBwOprXTZy7cuXKVYbplJnlALyxp0PNqieIfwfJ1UgIE7ijbwi/V2N2dYGa8xhObTvFtjyDjXMzce4Q47yvVbDgU9Ahw2hVbpybTOzajAxYSMa5THArk0ycdx8Y15/LSRuloSf5XOaWZywXuyTXT66xYl4pt75wkhhnR4fGvO5OlK7rzjLOJ4BxPqU0F02DnlDEZIgrUX4VZBUJ8kHH2GHUiVgMCq5x7updrhPrSzl5RhnhqM5df9uW1N+0BAd5aLXAtFxz2igfouWzwJ8rmpjbd1pxuqNLsnmrJibfXEqa0o1dKo1zWSyZZOJcZTGork/IUsmKfMM471X5PBoTCxJtM4ZaLSoHPVLXLrqW90x9D5FYhOuev46NrRuPCeMc4mkGZcsAjygI3d7cA2CPWSFXB1XOA78DbFNXrt6l6ujo4PLLL6ewsJDi4mKuvvpqent7R73/9ddfz+zZs8nJyWHKlCnccMMNdHd3H3Y/TdOO+nn44YftfjiubNLsqgLK8gIMhKOsO9Cl5qBy9VHzRvNXkm8+u7qALJ9DxaCQgGqZ5dw5jKG6EocS5zkl4DO+x1NEfEgTcbJy41yiPTIP0wLxiQSl12dwOK8+xYQyxI3+SSqfzwznm4P4fpzsxMSW1xefDEmhILS1J0QoEsOjKZ7UmkDGebbfa77Od7cqxLVoWkq4FhPVMoGKQcE1zl254qb3zUXT4PF1Dby1t2PM+//vP7YzEI6ybEoxZ8waZSmd1wfVi8Rtu3Etug6N68RtyVafoHKktT1JVEtj0IHE+WB3fLnfBCqVlIlziUNRIsk5Tzpxbi2qRcqjefjOqd/hhKoT6A33cvXfr+alFuMzYAI9h8OpvlykPNQZ58YKGiPtt8MwzmdV2Wic1y6xft+uXLkaUZdffjmbN2/mueee46mnnuKll17is5/97Ij3b2hooKGhgbvuuotNmzbxwAMP8Oyzz3L11Vcfdd9f/epXNDY2mj8XX3yxjY/ElZ3yeDRWzhAdIa/ubFNzUFkU3bVfjMdI4JtPKlZzDsNJ16Fth7idwca5NLh6BiN0D4THuLeF0rSEpHJqiA/HykEljz0Di0EBaovFtU9735BatEdBDWgeUdLb15rSn0Zjuhl6Uvp8ytecxMxkqBxDKUnOeQoFoTJtXlucg9+ryMIc6IQBwxuaAOWgEE9xy1S3MpnG+ehB1IGhqPl6cxPnrlxNMC2cXMTHjhdfbF/74wb6h0YuFlyzr4NH3hRLxf7zwrloY7HEVXHOu/aJD3ePf8IjBiY7kU6RZuaYiXO53E/h4EueU05Jxi73G06VRiq/RRWqBVJKnA9FYnQYy9isRLVI5fhyuOecezip5iQGIgNc1/4yPy4pYig/87iVqSje2K6o6EuuoGndBrEo2wxUi2ucu3J1bGjLli08++yz3HfffaxYsYJTTz2Vu+++m4cffpiGhuH5xAsWLOCxxx7joosuYsaMGZx99tl85zvf4cknnyQSOXwMV1xcTHV1tfmTnT1xvkddHS2Ja3ltlyLjPKckngA2JnBl4txRvnlvMwz1CEMxgw2d3ICP0rwAEGeHK1OxYVp2JY/46A3FDX5pFCuTabZmZkq5KMdPjl+ssGhSidP0+uPXaSlOgrT1hghHdbwezfLVpaNKJqkz3DiPF4QqLu8tMTjnKRSEOso3z6+GwMRIR88wuOEy1a1MSRrnu1p70XWBCirLV/ietECuce7KFfD/LphLTVE2e9r6+H9/2kgsdnShQnd/mC8/sp6YDh9aNonjp5aOveNJy8T24JsWn/ERalgntlXzwDexPoSOlCOz30ka544wzk3Ex8RKKldJ4zyocHCdQuK8tVcY+n6vRkmu35bTyfXn8tNzf8pHZ30UHfhFcREfbniaZ/Y8QziqMHllocziGVWM8+J6sdw6GiLStstMUMyqsjiloOsJxvlSa/ftypWrEbVq1SqKi4s54YQTzN+de+65eDweVq9enfR+uru7KSwsxOfzHfb7L37xi5SXl7N8+XLuv//+MQuzQqEQwWDwsB9XmaNTZgjjfO3+LvpCIwddLJVMnTdtIhrTWW9gYhaO1HGkQhLTUlKf8eN+5wpCZalk8sa5XO1amO2jINueseGIkqiWDE2ca5pGTbEsCJ0YnHP5mqsuzManKqUM8fMsznTj3KEOguJ6sR1H4tzlm48uaZyrT5wbBaFJGOcw8dLm4BrnrlwBUJTr538+thivR+PxdQ3c8sQmwtE4R617IMxVD7zB/o5+JhXn8K0PJJnqrlsuto3rIWzjl9IxgmmBeJFQU/cg0WEmMGxR4djloL2hCD2D4iJNqXEenKjGuYFq6QkNOxFli1JInEtDv7Ige+yVI2nI7/Fzy8pbuGswm/JIlL1DHXz9pa9zxqNncPOrN/PkrifZ1LaJjsEOBiODalvQxyFZDtrQPaBmqa7HA5ViMNa2ey1DkRjZfg91JRYPnLv2i+WYHn+caevKlSvb1dTURGVl5WG/8/l8lJaW0tSUHHarra2N22+//Si8y2233cajjz7Kc889x4c//GG+8IUvcPfdd4+6rzvvvJOioiLzp64us42Pd5umlOUyuSSHSEznjSTwipYogXO+o6WHnlCEvICXOY4Wg2Y+31wqbs4pTrWOI3EujdZJVo8xkpFZDpqZxjlArSwIVc05l2WvKSbOG5woBoX4a26CJM6VrwaRifMUGOfSOK9zInE+oYxzcZ3mGKqlfSdER57U3mXyzSeece4b+y6uXL07dPKMcr7/4UV85Q/refD1/by9r4uPHD+ZgXCU367aR1NwkKIcP7/81AkUJptCKJ4qUrC9TXDobag/xZ6TP4aSkpUF2fg8GpGYTkvPoBosiixsHOgUExzDFAPKZYkFWT7ysxR+dE7QxHl5fhaaBpGYTkf/EOUqlmMluXIA4giZCkVLN8/rauXkwS5+d+5XePjg87QPtvP4zsd5fOfjR93Xo3nw4EHTNHFb85DlzWJy/mTqCus4oeoETp98OtV56otGy/MD5Gf56A1FONDRz3F2IFOOVPVCaFhL3941wBkcV1mAx2PxZIf8DD0GVu24cpUJ+sY3vsH3vve9Ue+zZcuWtI8TDAa58MILmTdvHt/61rcO+7ebb77ZvL106VL6+vr47//+b2644YYR93fTTTdx4403HrZ/1zzPLJ0yo5xH3jrAazvbOGt25dh/kK4kArFpE2/t7QRgyZRitQnWI9W2U2zLj3PuHJKUmThXbc4VGRzl7uTNOXmOk1RjWiDjGecQN6AbnUqcp1j0Kg1+5bz6CZI4n+RY4jx1VMsBRxPn9eqOmaZmGEnug50i4JTtV1RgXTgZ/LkQ7ofOPSN+N+2cwIlz1zh35SpBHz5+MnlZXr72hw280xjktqfeMf9tWnked398KXOqC5PfoaaJ1PmWJ+DAanuMc12Po1qOATav16NRXZTNwc4BDnUOqDHOs4sFDiIyIEzXYWaWm5zAtEAcO1Kg3iRNR36vh7K8AG29Q7QEQ2qN8zFKXiGhGFSFcT7UDwOdFACfO/4Grln5/3i75W3+uf+fbOvcxu6u3bQPtpt3j+kxYsQgIXw+EBmgK9TFpvZNPLPnGQAWVyzmyvlXcu6Uc21NzSdK0zTqy3PZdCjInrY+NcZ57VJ4+zf4m9YBZ3Cc1ZgWOKYmH125ygR95Stf4VOf+tSo95k+fTrV1dW0tLQc9vtIJEJHRwfV1aN/7/X09HD++edTUFDAn//8Z/z+0UMNK1as4PbbbycUCpGVNfxnf1ZW1oj/5iozdMpxwjh/eYeqgtCFYtuyhbf3imMmhWu0UzJxXjYBjHMnuotgXIlzmVCepNpoHeoT4R3IWMY5QI3x/6VBJeMcxoXdAYeKXsOD8ZWvcvImQyVXgzT3DDIUiRHwKZoMlInz4EGIDIEvMOafuKiW5FSWF6A4109Xf5g9bX3MrUnBt0pHHo9YAdW4Dlq3jmycy8S5a5y7cjXxdf6CGk6oL+WRNw+w4WAXGhqnzSrnQ0snkxMYx6xd3Yq4cW6HuvbBYJdADFTOs+cYijWpOEcY510DnDD23dOXpkFhjfiC7Gka9gtSpivUG+eGCVw4sRLnIFYPtPUO0dwzyDwUfHFL5E5fi1gm5h35K85EtRQqMEjkcxjIh6xCvJrGidUncmL1ieZdorEog9FBBiID6LqOjk5Mj6HrOjFi9A71crD3IDs7d/LKoVdY37qe9a3rufHFG1lUvohbVt7C7NLZ9j8WYFp5PpsOBdmtinNeK7oiyoLvADqzbS0GdY1zV66sUEVFBRUVY5chr1y5kq6uLtasWcPxxx8PwD//+U9isRgrVqwY8e+CwSDnnXceWVlZPPHEE0mVfq5bt46SkhLXGJ/gOnVmOZoGW5t6aA4Omp0qtql0uhmuaNr7DlDKCVNL7D3mWGrbIbYTAtUiCwgdYpwHD0EsJoydMdTghNEKcb55ViFkO8jOH0O1MnGunFcvGefjQ7UoXUEgU/H+XMh1eIJtDJXlBcj2exgMx2jsHjBxjLYrvyqeTu7aD+UzR737YDhKc1AEnlzjfHRpmsaMinzW7OtkZ0uvOuMcBOdcGudzLzrqnyPRGHvbxATITBfV4srVsaHy/Cy+eNboH+JJa8pJYntgtUiHW50MNYtB5x8ziAGZ9FA6yC4wjPNgw7D/LBPnyjl5ExTVAoJz/k6jwoLQ3HIxgRQLi7THKKmdFmMAVlWg4PmUg+jC2hHf/16PlzxPHnn+kQets0tnc86Uc7h28bW09rfy+62/58EtD7KhbQOX/fUyblp+Ex+b/TE7HsFhOq5ScWN75TzwBsiL9lCntTCrarm1+9f1eE+Ea5y7cqVUc+fO5fzzz+eaa67h5z//OeFwmOuuu47LLruM2loxGXro0CHOOeccfvOb37B8+XKCwSDvfe976e/v58EHHzysxLOiogKv18uTTz5Jc3MzJ510EtnZ2Tz33HN897vf5atf/aqTD9eVBSrNC7BocjHrD3Txr+2tfOwEm3EIHq/AeB1aQ0lwOx7tJJZOKbb3mKNpqD+evJ0Axrlj5aAFNaB5ITokxoRJBFAcSShD/PkszNy0OSQkzlUzzuV4vjs1VIssMVX6fEpud1Gd9df8FkvTNCYV57CrtY+DnQqNc02DkmnQstnAeozuuch+hIIsH8W5ikp7Qz0iiAXiXCeQZlTksWZfp3Oc85bhMXwHOgcYioquKuWreiyQWw7qypXdql4EvmyxBK99p/X7N5OSS6zft0OSyzobVA6yTT728GVkjUGJalH8QT9BUS2AmQKTKQHb5fHE/z+NwTlv6VGYOJeTMRZOflTkVnDDshv46yV/5ay6s4jEItz++u18743vEY3ZW9opjfMdqoxzX4CYUc62SNvDLKsL2Tr3wGA3eLOgYq61+3blytWY+t3vfsecOXM455xzuOCCCzj11FO59957zX8Ph8Ns27aN/n5x8fz222+zevVqNm7cyMyZM6mpqTF/DhwQBpTf7+eee+5h5cqVLFmyhP/7v//jBz/4Abfeeqsjj9GVtTpjlljN8K9trWoOaHwHzfXsY3Z1IQXJdh3ZoY5dgA45pZBX5tx5JCk5pu/oG6J/aOTSOMvl9SWUSiaH+JCGsDxnZZIBiwzGtEA8cd6gnHFuTI71tQgUSpKSjHMl2E8p+VrLYFZ9ouIrQhSX95YaZrQs4BxFicWgqtCU5nnllkFOsZpjWiRZvLmrVdHKYCnZB9L8zrD/LANX08vzre+qUqAJY5x3dHRw+eWXU1hYSHFxMVdffTW9vaNftJ955plomnbYz+c+97nD7rN//34uvPBCcnNzqays5Gtf+xqRiMIvdVfHvnwBEzXA/tet3/8xmJR0JJ0yhuHa7ETiPBZNMM5r1R3XIlWaxrnCZIp8HkdYOSAVZ5yrTJxbf0FUkVvBj876EdcvvR6AB7c8yNde+pqt5rlkjO9s7kHX9THubY2CJcK0ON6/17xws0wH3hTb6oVJcRZduXJlrUpLS3nooYfo6emhu7ub+++/n/z8+DLe+vp6dF3nzDPPBMT4Xtf1YX/q6+sBOP/881m7di09PT309vaybt06rr32WjxJ4BpcZb7OnC2M85d3tBKJxuw/oME5n6vtdx7T0rJVbCdA2hygKMdPQbZY5K68INTknI9dEBqJxmgyxqvK05DdmV8MCvHEec9ghN6QQr8kp0SgPSDpgtDBcJT2viFA8fPZNTGKQaUk51z5e7OkXmwlDmUU7W93+eapSBZv7lIVcJKSyOD2HYJdf4S2N/cA2NNVpUATZvR4+eWXs3nzZp577jmeeuopXnrpJT772c+O+XfXXHMNjY2N5s/3v/9989+i0SgXXnghQ0NDvPbaa/z617/mgQce4JZbbrHzobh6N6rOQAtYzTlPLAatWWLtvh2UXFKn9Etc8rFHMFwbnSgH7WsDPQqaB/LGZsVmmmTxpjSplchcOTB64rxZJeNcvqYK7Zn80DSNzy76LP99xn/j9/h5bt9z3P767baZ2lPL8vB5NPqGoub7wm7tyxIGwYmBvdanTfavEluJ1XLlypUrVxmtxZOLKc71ExyMsO5Al/0HTEicn1DvtHFupPmqJk6vkYlgdIyNPXbivLknRDSm4/dqVKgotE+URJAUZrZxnp/lMydBlHLONS1lzrlctZwX8FKYo5BObCbOJ4ZxLldXKO8gkIZ0ZzKJc3FuU8oUGufyvCagcS4T57vbeonF1AScAPEezSqCWCReYJ0gaZzPtnrlsCJNCON8y5YtPPvss9x3332sWLGCU089lbvvvpuHH36YhobRU4W5ublUV1ebP4WFcUD+3//+d9555x0efPBBlixZwvve9z5uv/127rnnHoaGjp4lceVq3ErknFuptu2iGNSXc8wUg0L8S/xQ14CyROtYhqtMoShNnPcYn2/5VaMWXWaqJKpFGeMcxpwAARiKxGjrFZ/x1XaXiiWei03GudT59efz/dO/j0fz8NiOx/jx2h/bchy/18O0csFBVIVrWR8VSzqPi+4SJV9WSq4EmrLS2v26cuXKlStb5PVonHacCBS8qADXMlA6B4BarYMTKm0/3OhqNRLnEwgt5liqVZqXXWMb5/Lcaopy1GMEghMjcQ5Qa2BPGhQFJ0zJVZtJJs4ldqe2OEcd3gMSEudT1B0zDTlW3jtOVIsyTeDE+eSSHAJeUfqqdPW+psUndFuOxrVsazKM8yrXOLdNq1atori4mBNOOMH83bnnnovH42H16tGNyN/97neUl5ezYMECbrrpJpOPKPe7cOFCqqqqzN+dd955BINBNm/ePOI+Q6GQWUSUWEjkytWIqlshtm3boafZuv1Kw2fS8ccUYkAmU/qHonQPhNUc1DRcjx6QDYajdBjL/WoKFS73m8B8cxDloKCQcQ5JJc4l3zzg9VCap+B9YyOq5UidO/Vcbj7pZgDu23gff939V1uOI5fZ7TDSA3brle4KBvQA2bE+g+9qkfo7oNUosXET565cuXI1YXSm5Jxvt984X9MUZX9MHK920Ia+olQkDYnKiWOcO1YQKnEZSSTOZULZkdI6E9WS2YxzgNpiEThRmjiHcSfO1Re9JpSDTgDJSa0DyhnnMnG+d8xAzIEOJ1AtEzdx7vN6qC8X/6+UF4TKIGfz4V5qOBozz8VNnNuopqYmKisPn973+XyUlpbS1DR8kR/AJz7xCR588EFeeOEFbrrpJn7729/yyU9+8rD9JprmgPnfo+33zjvvpKioyPypq5sYH4yuHFRuqSgJBdjzL+v2KxPsU1ZYt88MULbfS3m+MDSVzYCbSYbGo77AJdYj2+9Ru9xPmr8WlkqqlEyct/aK5a9KlETivMlIyVQVZalJoShKnEt9ZNZHuGbhNQB8e9W32d09Nj8wVc2sFIOe/9/enYdHVZ79A/+emcnMZN9XshEIhH0VBAFRKajUrVTrXq3Vvq22teLbamu11brWt762r78uKi6tStXW1q3uoKLIEgg7AQIh+76vs53fH885MwlkmfVMZvL9XFeuMyRnznPCIeQ597mf+z6mUcb5/touHJDzxR/Uhsj+oP4fmjIFiE7x33GJiCigViiB833V7c4H4oHy+bFGHJLzAABS/fDJVQFn6RaBJiCkAudBy2r1JOM8WIFWWXaVagmBjHO1zrnmGefx7j8EAVwNTNVAvyYcdtecP0RqnKvB6LqOPvRZA9cf6TRx2YDOANj7XSushyDLsjPjPCg1zhMnajemH6l1zrW6T3MaJuP8RFM3rHYZ0UZ9cB5O+kFQA+d33XXXac07T/04fPiw18e/5ZZbsGbNGsyaNQvXXHMNXnzxRbzxxhsoK/MtW+3uu+9Ge3u786Oy0r3/wGmcm3SO2JZt8t8x1YzznPDLlMzSOjslNlPUEndYge7B2Uu1zsagGi/36wjtwHlytBE6CbA7ZDR3a5R17kbGuVp2R5MyLbZ+178nDTLOVbfOvRWLMhah19aL9ZvXo9fm35+jQmVCdkSDjPPWbgtq2vuwz6FMXv0ZOGd9cyKikJQaa8Kc7HgAwEcHGwI61pajTTgkK6UX6vcHdKwRqWVaotNC6mGvswSj1lmtarmM9koRoB6Ber+hnqtmeloAdY6m4TzRW2qD9pDJOI/XeKWwwyYCwiFy75YcbUS0UQ9Z1nhFiN7g+vkcoUFoU5cFvVY7JEnD1SDWXtdq4RDMOAdcCU5H67XOOJ8htqc8YFbLtEzJiNU2luJHQQ2cr1+/HocOHRrxo6CgABkZGWhoGDwhstlsaGlpQUaG+yUMFi8WWbnHjokldhkZGaivH1w2Q/3zSMc1mUyIi4sb9EE0qoKVYnt806iTN7d0NbpKFuSc4fvxxpgJWjcI1RuAGOXnvmPwpEydfGla3xwI+Yxzg16HZKXBUoNW5VqcGee1w/6c1TkbvWowAVOvod4kVp5oRK/T49EVjyIlMgXH2o7hdzt/59fjO0u1NHQFvA/BwVpRDq06Wsmuq9zuv4OzvjkRUchaPUPM294/MPxKYV81d/XjQE0HDjmUIE/dvoCNNaoGpbRYCGWbA0Es1aIGWy1dQG/riLu6SrVoPNdX7zmiUwGDxk1JvZCpzJ21ag7vpJaxafe8xrlm1Gz4uCxAp9duXB9IkuSsHV7RHKRyLSPUOVezzbPiI2E0aBS6VFf1mOI1vXfzJ7WOeKlGJTWd1N9NHdWD/s9VE62KQrRMCxDkwHlqaiqKiopG/DAajViyZAna2tpQXFzsfO8nn3wCh8PhDIa7o6SkBACQmSmCUEuWLMG+ffsGBeU//PBDxMXFYfr08Gm0SGNE7hIRPOusHbLTsMfKPxfb9JlAZKLvxxtj1El2jZaT7GEmZUGre+gMnIdmjXPAVec80MuondSHDNZuoH/o/hPOwHmcBjcoA8u0aPyEPSUyBQ8tewgAsLF0I3bW7fTbsSemREMnAZ19NjR0BvahyIGadgBAX4bygLC2BLD4YXJv7QWqd4nXzDgnIgo5a5TA+ZdlTejoC0xPnC3HmgAAlmTl3rDxMGDXqP/OqUI0cK7WUa7v6Ee/TcNyEBGRIiANjFriQ03U0b4mdug0BgWATOXBgloKRTPOUi1VbiWgBaXGuVoSKD40GoOq8pKVwHmLxoFztQxK6/CB80pnY1ANr6OzMehEze/d/GVqhqsXlUOrcqkAEJng+llVf18BOKxmnIdoY1AgRGqcT5s2Deeffz5uvvlmbN++HV988QVuu+02XHnllcjKEtmF1dXVKCoqwvbtIhOtrKwMDzzwAIqLi1FeXo4333wT119/PVasWIHZs0Wt6dWrV2P69Om47rrrsGfPHrz//vu45557cOutt8JkGvtPfCnEREQCeUpWoz/KtZz4TGwnnu37scYgzUu1AMN2bA9a3UO1OWhcaGacA0B6rJhga9Yg1BgFmMXSbWepm1OopVrStSjV4gycB2f57ZKsJVhXuA4AcO+X9/qtZIvJoEd+cjSAwC8DPFgjHoBk5E4BYrPEMtjq4lHe5YbqXaI0U0xGyNYwJCIazyanxWBSajSsdhmbDgemXMuWoyJwPnnqDMAUB9gtrpIpWgvRwHlStBHmCBF2qG0LUm3sEeqcy7IcvCSZdu0ayPuDWvqktq0v4CsOB1FXlFq7R109IMuyq/SOphnnSmPQEKlvrlJrh58MWsb58KVaglrfPETLtABAXnI0jHodui127Vf6DNEgVM04n8rAeeC99NJLKCoqwnnnnYcLL7wQy5Ytw1/+8hfn161WK0pLS9HTI364jEYjPvroI6xevRpFRUVYv3491q1bh7feesv5Hr1ej7fffht6vR5LlizBtddei+uvvx7333+/5t8fjRMFSp3z4/4MnK/w/VhjkLMeYjAC56fUz1ObGWle9zDES7UAQFqcGjjX8EYpVplcD9NsRj2XTC1KtagPYTRqDDqU9QvXIz0qHZWdlfi/3f/nt+OqjWeONgR2GeABJXA+fUK8KzNcrU3ui4H1zUM0o4SIaLxbE8ByLbIsOzPOl09JBzLniC/UlPh9LLc4A+ehtTJakqTgNQhNGL2pZHuvFd0WkQmvfca5mqUcGsHWDKVsZa/VjvZeDVdeDFo9MHKd89YeK/ptDkgSkB6vYTJkW2hdS1WukgijecZ5kpK0MkKpFjWYr2ngvFmUdQ7lwHmEXoeCVHFdtehHNcgpDUJ7LDbnv62pLNUSeElJSXj55ZfR2dmJ9vZ2bNiwATExMc6v5+fnQ5ZlrFy5EgCQk5ODTz/9FM3Nzejr68PRo0fx2GOPnVaPPC8vD++++y56enrQ2NiIxx9/HAaDQctvjcYTtUFo+Rbflnm2V4n65pIeyFvqn3MbY9RlnZpOsONHzjjP1nIybesHeprF6xAOnKulWjTLOAdcGfrDZJzXOmuca1yqJUhijbG4d8m9AICXDr2Eo61H/XLcgXXOA6XPakdZozj+jKx41/93J7/0/eAnPhXbvLN8PxYREQWFGjjfXNqIPqt/y4CUNXajtr0PRoMOiyYmAVlzxRf82aTaXb2troSA1CLtx/dRjjKv1zw450bGuTrPT4kxwhyhcW1q9Z4jPjQyzs0ReiRHGwG46ohrZpiVwaeqcV5PE0wGDa+n+hAkRDPOK1q6tR3YWaqlfNjyOyebxTnlKcF9TTQpgfOUQu3GDAA1SK19nXO1QagInB+t74Isi/9f1d5noShkAudEYSF9FhCVIprU+NLgTi31kjUPMIdnc1q1UUlLtwVd/TZtBo07vcb5oOWbWmacq2Va9KaQrmGvlkNp1KrGOTBixrksy85GpdqUahkbS3BXZK/AqtxVsMt2PLTtIb8sry1UOrYfqQvchOxwXSccymQrLdbkCpxXbhMPl7xl6XY1Bp10ru8nSkREQTE7Ox6Z8Wb0WOz4XCmr4i+fH20EAJyRnygCqlnzxBdqS/w6jlsalPIw8TkhOfdXA18ntQ7OJSj1ptUyGkOobAlSmRYg5GqcA64657Wa1zlX/o5GyTgPWonNEM04z0ty1TjXtPxOYj4ASfSkUpPFTlGuBM4npmgYOG9WEoySQztwrtYTD+R92pDS1cD5AcDhcAbuQznbHGDgnEhbOh0w+TzxuvRd749z9H2xLfya7+c0RsWZIxAfGQHA1Rgk4NQJWYcr4NrSbUGf1QHAtTxRE+o5xGaEdBmJtNixlXHe0m2BxS6Wb6bFalnjPHgZ56r/PuO/YdabsbN+J/5z4j8+H29GlrhxP1jbEbDGM2p982mZcZAkSSxPj04FrD1A1Q7vD3zyS1GnNj4XSJ7kp7MlIiKtSZKE82eKrPN/l4ycieqpjw+JuulnT1FKRGTOFdu6/do3CFWWvYditjkwIKtV6zrKbmScV7WqDQg1LAehctY4D6HAuVLqsKY9SPXqR2n06qpXr+F9mywPyDgPreagWQmR0ElAn9WBxi4N79cizK77oyHqnHf2WdHUZQHgamAacH0dQFe9eJ0yWZsxA0StJ14a4F5Up0mZAhjMgKUTaD2B0jBoDAowcE6kvaK1Ynv4bbe6gp/GZgHKNovXhav9dlpjkTrJ1ixwrmYFd9YCDrHcV81aSIvVeLmfc+lm6Eykh5IelBrnSuC88/TAuVqmJTnaBKNBg1+BYyhwnhWThe/O+i4A4H92/g96rL79XBWkxsAcoUOPxY4TzYHJIDtQ0w5AKdMCiIdIBSvFa1+aLKvvnXROSD+YIiIi4BvzxFzpg4P1fqu73N5jxVfHRRbk6ukiMI+kAsAUD9j7XfXGtaIGzkOsMahKDXxp3oDQjRrn6n2G5oFzu801Vw2h+X6WkkhUo3XTQWfG+cgPyNS5fpYWvYxUPS0iqQMI+ipTTxkNOufDEM0fbI3QILS8SZxLSowRseYIbc5HzTaPTgPM8dqMGSBqhndZQxdsdod2A+sNQPpM8bq2BIfrRBJUKDcGBRg4J9Le5FXiKVxr+aBuw26r+FI8wYtOc2W+hKmcJI3rIcakAToDINudpVKqg9UYdIyU+PCVs1RLVz+sWv3SVoPUHaeXalED+JrUN7dbXSV3xsh1vGHmDciOyUZDbwNeOPCCT8fS6yRMyxRZ5/ur2/1xeqdRG4Oq2e0AXIHz45u9P/DRD8SWZVqIiELezAlxKEyLgcXmwLv7hu5v4qlPSuthc8iYmh6LfLVMgCQFr8557V6xzZit7bh+ogbONS8HoWYp9zSLMm1DqFTm+jmJGgfOO6rFPYfeCMSkazu2D9R7ouAFzkfOOA9KqRa1FFBMusikDjEDfz41laxkdTed3n9JTcrJZ31zr0xIiESUUQ+L3YFyrR+IKI205Zo9ztXD07NCr8TYQAycE2nNGO0K1hz8l+fvP/S22BauFqVfwpia+aFZg1Cd3pWtrASuq9uCVPewPbSaBQ0nOdqICL0EWQYaOzVa/jdCxnmdGjjXor55Vz0AWTyMiU4N/HhuMOlN+PGCHwMAnjvwHJp6fasHO1PJBFcD3P5ksTlwsHaowLnSZLlmF9A9dE3EETUdFRkluggGzomIwoAkSVi3QATV/lE8cv1jd/1nn3jwvXrGKQFNNXCuZZ1zhx2o2ydeKwGJUJOtBKW7+m1o7dGwzE1kAmBS5hDD1MaucGaca10TWwm2xueE1D2dei01uz9TOUu1jPwzXuMMnGsYwA7R+uYqdZW35itC1AB187HTvnSySQmcB6W+eWiXaQEAnU5CoVrnXOsGocrvKUvVbrT2WKHXSSzVQkRemLlObPe+6lm5FrvNFWyfcam/z2rMUTM/NCvVAgxoEComZUELnIdJxrlOJzmzzmu1qoWoZpx3NZxWg7SuXc0417C+eWzmmLohWpO3BrNTZqPX1ounSp7y6VgzJwQu4/xQbQcsNgcSoiIGNwWKnyCWAMoOV78HTxx+R2wnLg/JBmtERHS6y+ZNgE4Cdp5sxUkfy4e191ixuVQ0Bl07O3PwF9UGoVpmnDcdBWy9QER0yPblMEfonUkLvl4fj41Q51yWZVeNc60zztXAeYjVxFbviaq1Dpyrf08dNSM2iK8JSsa5Wt88RAPnyUG45wZcAeohAucngtEYVM18D4OMcwCYmh4DAM4645pRAue6uj0AZBSmxYgG2yFs7NzJE40nUy8EjDFA20mg4iv333dyC9DdCEQmusoVhLGcpCAsG1MzvNWM82CValGzKUKo5uFwMpUgdZ1WgfOoFJFNDNlVKkXhDJxrkXHePjazTyRJwvqF6wEA/zz6T5S1lXl9LLX2+P7qdr8vvd5d0QoAmJeTIBqDDjT1QrFVg+CeUBszq8cgIqKQlx5nxrJCsbrrH7t8axL6n/21sNgdmJoei6KMUx6wqoHz+gOi75AW6tQyLbPE6sgQlRuschDOOucVp32psasffVYHdJLGgVYgZAPn2co9UX1nH/ptdu0Gjk4BIqIAyMNmnffb7GhQVrhqej3DJOM8aKVamssAx+CSnuVNQSjVogbwk8MjcD4lWBnnadMAXQQiLO3IlppCvkwLwMA5UXAYo4BpF4vXJS+5/759r4nttIsBvUZNMoIod0CpFs3qITozzoNcqiVMMs4BIENpOFPbrlXJHd2AOueDb57VUi3pWgTOnZPosffwY376fJyXex4csgNPFD/h9XGmpMciQi+ho8/m9yW7uyraAADzcxNP/2KREvQu+wSwejBuWyVQuQ2AxMA5EVGYWTdfzJle21npU1+VN3aLucMl84Zo7J2QB5gTALvF1bAz0Gr3iG1maNY3V+UFqxzECBnnaoZtZnykNk3jBwrRwHlStBHmCB1kGaht0ygpBhA9BtS/q7aTQ+5S09YHWQYiI/RIjjZqd27OjPPQupaqvCQRnD6p+UOtPJHsZOs97Z5Nrcudn6LRShCHQwTwgbDJOFcf/B6q9X9JzREZTM5G1jOkE5ieycA5EXlr3rViu+910Yl7NL1twL5/iNdzrgzYaY0lWQlmSBLQa7WjqUujrB41yNkhMhnU5X6aZpzb+sXKgoHnE8LUjHPNSrUAw9ZBVDPO1e7xAaWOPUaXbd4+/3YYJAM+rfoUO+p2eHUMo0Hn7Np+oMa/5Vp2VyoZ50MFzjPnAnHZgLXH1ejTHftfF9u8s0K+fwAREQ12/swMpMQYUdvehw8O1Ht1jLLGLmw70QKdBFwyd4jfE5I0oFzLLh/O1gPOwHlo1jdXBS2r1ZlxPlTgXMzzs7VeWQoMCJznaT+2DyRJctY5r9a6Qaj6d9V2+uoBAM6yO9mJkaevVgykgfXqQ5D6s9nY2Y9ei4arCPQGIGmieD2gXEt7rxUt3eLeX7OM844qEcDXRYTcz+Rw1Ezv8uYedPZp2FsCcPYDmakrd65QDmUMnBMFS95SUafX1gvs/tvo++/ZKPZNnQbkLgn8+Y0BJoMemUpmsGaTbDXDu6MGPRZXAyNNl/upT9wNZlGWJ8SpZVE0K9UCuIKipwbO1eag8abAn0P72M04B4D8+Hx8c8o3AQCP73wcDtm77LyZznIt/stmaOzsR2VLLyQJmJMzxGRLkoBZSq+IPX93/8B7lVU7sy/3/SSJiGhMMRn0uHqxCHhs+OKEV8d4ZZsIgK2cmjb8asPshWJb6d1DZ4/IMlCrlGoJ9cC5WqpF64xzNQu49fQs5UpnY1CN65sDIZtxDrhW4qqBas04M86HC5yLQL7m11PNgA/BawkA8VERiDMbAAAnWzTuQTBEnXO1TEtqrAnRJoM256HWN0+aKAL6YSAp2ogsJYHtUK225Vp6kmcCAGZKJ1iqhYh8IEnA4u+J11/9EbCOEFS024Dtfxavz7hJvHecyHaWa9EqcK4sy22vdtY3jzUbEGfWsDRO+4AyLWFwrV0Z5xpmpajB6gGB8+5+Gzr7bAA0KtXirFM/difR35/7fURHRONg80H858R/vDrGjAlK4NyPGedqffMpabGIHe5nb7ay8uboB+6t2qkqBhoOAHojMP0SP50pERGNJdcuzoVRr0PxyVZ8dbzZo/f2WGx4fZf43X3N4hF+d+csFtuq7d6epvtay4H+dvG7K7Uo8OMFUF6yWg5C48BcYr7YDlHeo1K5v8jVOtBqt7kSZUIw2Kpm6AetQegQD0EA14MQTVcQ9LYCfcocODF0M5UnpopGkmrQWjNDBc7VxqCsb+6z6UqCk79XBo/mmF40sp6jL0e8OfQfRDBwThRMs64Q5QY6a4Adzwy/355XgJbjQFQyMOcq7c5vDFA73GuWnaIGXLvqUd0sfsFoX9+8RjmX8Cglkan8/WmbcX564FzNNo826ocPxvrTGK5xrkoyJ+GmmTcBAJ7c9ST67f0eH2OGkkXgzwahan3zebkJw++UPl1k3zms7vWKUB8+zvhGWKzkICKi06XFmXH5QvF79w+fHPXova9sr0RbjxW5SVFYOTVt+B3VjPPmY0C3Z8F5j6llWtKmh3x/I7XGeX1HP/qsGpaDUAPnXfWAZfD9RIUz4zwIvYxku3ggEpOu7dh+oJaw9Hd/m1EljlaqJQild9QgfnQaYNQw0OtnE5UVIcfHQOD8hNoYVKv65oAr4zxlsnZjasB1n6ZtnfPivizYZB2S0A501mo6diAwcE4UTBFmYOXPxOvPHwc6h6jH2NcBbH5EvF72E8AUo935jQFqBkilVhnnUSmA3gRARlu9mAhpXvdQqa+OuLEbcPWEmnFe39kPu0OjJq9D1DhXGxhpUnanr11kiAFjOnAOANdNvw7pUemo7a7FS4c8aFasmJYRB71OQlOXxW917NWM8yEbgw60UAT98dWfAPsItfs664H9/xSvF9/ihzMkIqKx6vsrJ8Ggk/DFsWZ8frTRrff02+x4+rPjAID/OnsS9LoRVvxFJgIpU8XrQGed14VHmRYASIiKQKxSdqFSyzrnkYmAWSn7dkrWuVrjXE3U0czAmti60AvJqDXOqzSvcT5aqRblQYiW17O1XGxDONscACamBCnjXG3E2eR60FnuDJxrmXGujB9mGeczJwQn43xvvQVHZSUJsLpY07EDIfT+lyYKN3OuBjJmiWVeb/5QdHQe6P27RSA1IdcVJBpH1AwQdWIbcDqdM9DZ21AOQOP65oCrVEuYZJynxJig10mwO2Q0dXme0ewVZ616V+BcbfSqyfVUA/aRiWP+YZfZYMaP5v8IAPD03qfR0udG2ZMBIo16TMsUDUJ3KQFvX9jsDuytEpO7ETPOAWD2t4DoVHGdD7wx/H6fPy4y07MXARMW+HyOREQ0dmUnRuHaM0UQ64G3D8JmH72Hx3NflKOuow/pcSasW+DG/CtnkdhWBjhw7mwMOjuw42hAkiRnnfOTmtc5V4KaA0p8WO0OZxlB7Wtih259c8C1Glf7Ui3KdeyqA6ynj13pzDjX8HqqD2PUlQ0hamKqCFKfCFbGeVsFYBP3ieXK/w+almppUjLeU8IrcK5mnB9r6NJ0pc+Bmnbsdih/l4H+PakBBs6Jgk1vAC77s1iqd/R94K0fiomA3QZ8/IDSOFQCLv0TYAxC45ogUyeymjUHBYAEka1sbxWTWu1LtQyocR4G9DoJ6bGiGWeNVpkpapZ3byvQ3wUAqA5G4FzNfB/jvl7wdUxLmoYuaxf+WPJHj9+/QMkM31nue+D8cF0neq12xJoMmJQ6ykOHCDOw+L/E64/vP20JNgBR5mrnc+L1uff4fH5ERDT23b6qEAlREThS34U/K5nkw2no6MP/fSKCJv+9pggmg370AbQInMsyUFMiXmfODdw4GspTA+dazusBV1BTzQ6GWInokAGTQYfUGA2axg8U4oHzHGU1bl1Hn1sPpvwmMhEwimSNgatKAaDPakdjpwi8aluqpVxsQzxwXpASpMB5dCpgigMgizk7XDXONcs47+twJVulTtVmTI1kxpuRGBUBm0PGkXptGoT2Wuwoa+zGLlkJnFdp0Eg7wBg4JxoL0mcAl/4RkHQiUP676cATM0SWJACsfgDIPyu45xgkaqmW2vZeWLWamCmTWH1H5aBz0Iwz43xsl/jwRIZSrkWzOufmOMCkLMtVHkSoQfsJCRo0Bh24BDcE6CQd7lx4JwDgtSOv4UT7CY/evyA/CYB/Ms63lol6sQvzE6Ebaam86swfiL/n9krg00cGf81uA974vsg2n3QuUHC2z+dHRERjX0KUEfesnQ4A+N+PjqCksm3I/RwOGXe8ugdd/TbMyY7HN+a5mbSgNgitLh65VJgvWo4DPU0iuSZjVmDG0FhukgiEVTQHqUHogMB5xYBGkm7NN/wpxAPnKTEmGPU62B2y38r0uUWSBpRrGVx2R02QiTEZkBClYT8AdRVDQmiXalGD1E1dFnT0Bej/tKFI0qA65y3dFrT1WCFJQL5WGeeNpWIbkxF2fZAkSRpQrkWbOuf7a9phd8goj5wpPlG9C7BZNBk7UBg4JxorZn0T+NZLIgDU2yKWoEUmARf9Hlj6w2CfXdCkxphgNOjgkDXMVlYmZNG9okmnuqxUM84a5+GRcQ4AmfEi80PTybVa6kbJSFHH1jTjPCE0AucAsChzEVZmr4RdtuN3xb/z6L0L8sQk80BNB3osNp/OY+txEThfOinFvTcYo4A1D4nXXzwJ7PqreG23Ae/cAVR+JbKT1nr2PRERUWhbN38Czp+RAatdxk3P78Dxxq5BX5dlGb955xC2HGtCZIQe/3PFHPcDqMmFgDkBsPUC9fv9f/IAULlNbLPmAQaNM6IDZKLS7O+E1qVanE0lXcFWtX+S5mVagAGB89AMtup0ErKURJTqYNU5bz21Xr3rQYgkafggJEwyzmNMBqQqK4Q1r3OuBs6bjuJYg/h/ekJCJCKNbqz+8YfGw2KbVqTNeBqbrpRr0arOudqrKilnmohn2fuBun2ajB0oDJwTjSVFFwI/LAZufA/49lvAT/YDC74d7LMKKp1OcmZ8l2s1yY4XE7IUm2jWmqdlfTVLjygvAoRNjXNgQMZ5h5aBcyVjXwliqw9e1CB+QLVXDj6HEPGThT+BXtJjc+Vm7Khzf1ndhIRIZMabYXfIKKlo83p8m92B7SdEjfUlk5Ldf+P0i4Glok473rwN2HA+8MclwK4XAEjAxb8HkiZ6fV5ERBR6JEnCby+fjemZcWjutuDSp77A68VV6LXYcbK5G7e9shsbvhArrB68bCYmp8W6f3CdDsg+Q7wOVLkWNXCuZreHATWD9ERT1yh7+tkQGedqoFXzxqBAyGecAwMahGpd59z5EGRwg9AqZ31zDcu0OOyu8wjx5qAAMDFY5VoGNAgtUx5wjlqu0Z/UwHlqeAbOZ2SJjPP91dpknKsrvObmJQ4oa7ZNk7EDhYFzorHGYALylgATVwBGDQO2Y5j6S1yzp9/KJDZbakRytBExJoM24wKu+ubGWMAcr924AZapBM61zTh3Bc5lWXZmxGhSsz7EapyrCuIL8M0p3wQA/HbHb+GQ3S+PtHiiKNeiZox7Y39NB7r6bYgzGzAtM86zN6/6FbB8PSDpgYqtQNMRwBgDfOuvwMxveH1OREQUumLNEXjhO4swLzcBHX023PnaHky79z2c/dvNeGdvLXQS8NBls/CN+V486FYD2hVf+fekVRXhFzhXGxBWt/ai36ZdozokKg/PW8tF7Xi4GpTmab2y1G5zzfdDOHAevAahaqmW4QLnGl7PzlpRDlBnCIuVwmqd8+ONGgfO1brijYedGeeaBs4bDinnEZ6B85lKxvnhug7YHXLAx1OTqObmJLgeMFeFdoNQBs6JaMzT/Om3MiHLlFqQl6jx0lhnY9AsbccNMDXLu65dw8n1gMB5S7cF/TYHJAlIj9fgmrapGeehFTgHgO/P+T6iI6JxqOUQ3ix70+33LZ0sSqt8cazJ67G3HG0EAJxZkAy9p/VGdXrgvHuBW7cDlzwFXPYX4I6DwLSLvD4fIiIKfamxJmy85Uz89PypyIgTD/INOglLJyXjX7eehasXexm8zD1TbE9+4QzG+k1vG9CoBHPCKHCeGmNCjMkAh+zK+NZEfDYACbD2AN1inqLeV2hWR1nVUQ3IdlG7PiZd27H9SM3srmrVuOzOMDXO1dI7QWkMmpAr5qEhLj9YGeep08S2sRTHG0RW9OS0IGScp03TbkwN5SdHI8ZkQJ/VEfAGoQ0dfahp74MkAbOzE1y/vwLZSFsDGqZREhF5R53QlmvVSCg2A3bJgAjYMCte4ywKZ2PQ0M9aGEgt1VLTpmHGeZwSOO+oco6bGmOCyRDgia3dKjJQgJCqca5KjkzGLbNvwRPFT+CJ4idwTs45iDeNvvphqVJaZU9VO7r6bV6t1NhUKgLnZ09N9fi9TimTxQcREZHCZNDjBysn4/tnT0JHnw1Gvc73+rk5iwBDJNBVLwIv/gy6VO0U26QCIMaH34ljjCRJyE+Jwv7qDhxv7PasPI4vDCaREdxRBbSWQ45Ocd5XqMFCzTgbyGeLkj8haoISoNa+xvlopVo0zDh3Bs5Dv0wLMGCVt9bNe5MKxIMkaze6GsoBxGJSqkY/l30drsQ1NfM9zOh0EubkxOOLY83YVdHq+apeD+xWyrRMTY8V94IT5ovVwB3VYkV2iJUxVYXu/9RENG7kq42EtHr6rdOjLSINADA9slWbMVXOjPPwCpyrpVrqO/rg0GCJGIBBGefqpF6TxqAd1QBkQG8CotxscDnGXDftOkyKn4SWvhb8ftfv3XpPdmIUcpOiYHfI2H7C83ItbT0WZzOZlVPTPH4/ERHRaCRJQnxkhH+azhlMrqzz45/6fryBKpXyL2GUba6amCIySTUPzg2oc97Y1Y8eix06CchJ0jBDWRl/0PmEKDVAXRmsjPPuRtEbSlEdlIxzJes9xK+lSi3VcqKxG7K/V9GMRG8QDZcBxHYeA6BhxnljqdjGZACRidqMGQTzc8X3tutkW0DH2T2wTAsgSg9nzBSvQzjrnIFzIhrzCpQJdlVrL6x292su+6JWEoG7iYYWTcZzUpcdhnDNw6GkxpqgkwCbQ0ZTd782gzoD59WoUSbT2tY3D91Mogh9BH5x5i8AAK8deQ37Gt3rhH6WUq5ls5I57onPjzbBIQNT0mO0uU5ERES+mrhCbE/4O3AefvXNVUFrQOhsKlmO8iYxL8xKiAz8SsRTtRxXzie0m5bnJonAeU1bH2wa3Z8BACITXH2glPumHosNTV0WAEBOUhAyzsOgMSgg/u4kCejsd/19aiZN1BcvRBUSoiKQFG3UZly1JFZaeNY3V6mBczVJKVBKKsXxnYFzAMhWGoQGqh+IBkLzjp6IxpX0OBMiI/SwO2TN6iGW20TZiSzJ8wCgT9Rlh2Gy5E8VodchNVbUFq/TqkFoXBYACbD3o62pBgCQlWAO/LjO+uahuRRNdUbGGbh40sWQIeO+rffBYh99An1ekXjg9PGhBo8zVT48WA8AOIfZ5kREFCoKzhbb8i2i6aM/2G1AVbF4HZaBcxHY1LwB4YCM83IlaD9R6zItANB6QmyTQjtwnhZrgtGgg90ha1uKEXA9dGgRf5dqg9JYswHxkRHanUeYrB5QmSP0zuQV7euci8D1FF0VJqXGQJI87HXkLTXjPDU865ur5uUmAACON3WjpTswD0XsDhn7qtoBAHOV8QAAE5eLrb8fMGuIgXMiGvMkSXJ2vNdiWafF5sDRfvFUNtlaF/DxBmkNz4xzAMhQGoTWaFULUR8BxGYAACwt4oGEJqVa1IzzEKxvfqr1C9cjyZyEo61H8cc9fxx1/7Mmp8Bk0KG6rReH69xvPtNntePjQyJwfv7MDK/Pl4iISFOZc0X2a38HULvHP8es3wdYuwFTvDOYFE6CX6rlJE4oY6v3F5pSgr2hnnGu00nOrPMKLRu9Aq6HDspDCFdjUI2vZ1t4lWoBBtQ5D1LgvFCqwuRUDRuDNoyPjPOEKCMKlLrxgco6P9rQiW6LHdFGPQoH9q/IXw5AEr1AOmoDMnagMXBORCHBtawz8BOzmrZeVDpEyQlzd3XAx3Oy21w1zsMwcK7WHFSb92hCyfqWlWC2JoFzdRIdH/rXMMmchF+e+UsAwIb9G1DSUDLi/pFGPZYXip+dj5QMcnd8dqQR3RY7suLNg5f2ERERjWU6vRIUAHBis3+OeeIzsc1bErIl30YyMVnM6es7+tHd76csfXcMCJxJEEnEAABdR0lEQVSfVBuDJjPj3Bdq4Pxki9YPQdSMc1H2Ri29k6dlmRZLj2gMDITVSmG1znlZY5e2AyvNlSdLNZiUqmHJxsbDYhuGDylP5axzHqDAefFJcdxZ2fHQ6wasGIhKArLmitchmnUefr+JiSgsuQLngf8lfrKlB1VyKgBAOqVje0B11gAOG6CLAGIztRtXI9lK0Lpaq4xzwBk4N3eJwLkmtbPDbNnmqrxV+HrB1+GQHfjFll+gyzLyz+DqGSJj/M09NW6Xa3lnn8g+OH9mpnZLM4mIiPxholKuxV8NQss2iW3BSv8cb4yJH1C/WNNyEGpws6MKlY2inIDmpVp6WoA+MXY4zBODl3FeILZK9r46fl6KhoFzNVHGFBdWTSUnp4tM4aMNGgfOEyfCAgOipH7MiGrTZsy+dlfS2jgInC/IC2yD0K1lzQCAxROTT/9iwTliq/5+CzEMnBNRSMh3LhsL/MSsorkb1bLImkV7FeDQqOGNs755TlhmGAUl41y5KUm0iMCsJhnnauA8DDKJVHcvvhvpUemo6KzAL7b8Ag55+J+J82dmwGjQ4WhDFw7Wdox67PYeK97bL0oiXTw3y2/nTEREpAm1znnFV4DVxzmOtQ+o2Kocd6VvxxrDnOUgtCzXEpMGGGMA2QF7SzkAIE/rjHM12zwmHTAGIdvdz5yB8+YglWpRMs7VFQR5SRr+nTaXKedSAIRR0seUNFEm5Ui9+yUX/cEu6XFcFvcBhVKVNoM2KNnmsZmi6WyYUzPO91S1+b2hryzL+Op4CwBgyaShAucrxfb4ZsDDPlhjQfhFZogoLLkyzgM/wT7Z3IM6JMEBPeCwAl0a1Tl31jcPn+V+A00IRuBc+bvMkRphjtAhMSrADYNsFleN8zDIJFLFGePwxMonEKGLwCeVn+DpvU8Pv685Al+blg4AeGPX6KWO/r2nGv02B4oyYjEnO95v50xERKSJlClAXDZg7/c967xyG2DrE4HVMM6AdM7rtWwQKknOgGuGrRo6yRX41UyY1DdXqTXig5Zx3l4J2K04qQTu87WsWd+iBM6TJ2k3pgYKlYzzqtZe9Fi0K6VU3dqLUodYKZzSc0KbQev2im3GLG3GC7LCtBjEmgzosdhR6ucHI2WNXWjq6ofJoHM2Ih0kZzFgMIu4itqQNYQwcE5EIUGtQVjT3os+qz2gY51s6YEdenSbRfAPWpVrcWach35t7KGoDXuqWzWcXCvB61ypAVkJkYEvA9JeCUAGIqKA6NTAjqWxWamznPXOnyp5Ch+UfzDsvt+YPwEA8Fpx1YiTblmW8fI28e/+W2fksEwLERGFHkkCpp4vXh/5j2/HOvah2BacE1ZZrKfSMiFmkCQR5Jwo1WFCYiSMBo3DIWFU3xwYnHHubnk+v4jJEEE4hw321kpnc9BcLQPnzozz8AqcJ0UbkayUUipr0O7n81hjJ44ogXNd02FtBq3bJ7bjJHCu00mYqwS11Xrk/qKWaVmQlwiTQX/6DhFmIHeJeH18s1/H1gID50QUElJijIgxGSDLQGWAsxrU5Ya2OPHLG22VAR3PydmZPUwzzpUyKR19NnT0WbUZVAmc50gNmBBvDvx46g1RYn5Y3vBeVngZvjX1W5Ah42ef/QybKoauU7dyahrykqPQ3mvFP4qHX2758aEGHK7rRLRRj2/Myw7UaRMREQXWlAvE9sj7vpX4K31POd4a389pDHMGzrUs1QI4s4PzpbrgNAZVSsSES8Z5jhI47+y3oa1Ho7k9IEpaKn+HzZWHYbXLMOp1yIzXsKmkUiYm3DLOAaAwXftyLaV1XTgqi8QbNBzSZtBxFjgHgEX5SQCAr443+/W4W5XjnVkwRJkW1SSlzvnx0KtzzsA5EYUESZKck+zjAcxOcThk53JDQ5ISwFZrVgeaM+M8PAPn0SaDs1RKtVblWuKz4YAOZsmKKdEa3Jy1DAich6m7F92NCyZeAJtsw/pP12Nz5ebT9tHrJHznLHFD85fPjw+5SkSWZfzhk6MAgOuW5CM+0GV0iIiIAmXiclE/u7MWqNnt3TGay4Dmo4DOAEw+z7/nN8aoc/qyhi5tM5WTghw4D7OMc3OEHulxJgBixa6mlL/DzpojAIDspEjodRomrYRpxjkAFKZp3yD0cF0HjshKEk3TEcAe4DIxdhvQcFC8zpgd2LHGELX++FfHW+Bw+Of/XodjlPrmKrVB6InPfO8HojEGzokoZLgahAYuAFrb0Ydeqx0GnYSojCnik60a1Vlz1jgPz1ItgKtci2Z1zvURaItIAwBMM7UEfjz1IUuYZBINRa/T46FlD+FreV+D1WHFjz75EZ7e+/RpDUMvX5iNtFgTKlt68eyW03+GNu6oxJ6qdkRG6PHd5eH790VEROOAwQQUrhavD/zTu2OUKmVe8s4CzOHd82NiSjR0kliF2NjVr93ASnbwRF2d875CU2FW4xxwNeQMVp1zS+Mx5Tw0LNNi6QE6a8TrMMw4n6JknB/VNOO8EyfldNgM0aLPQ9ORwA7YfFSMY4wJq5/H0czOTkCUUY+Wbovf6pwfbehCS7cFkRF6zMlOGH7HjFmiH4i1J+TKtTBwTkQhY1KqmJgF8un3MeXY+SnR0CcrjWfUpXiBZLO4JmBhmnEOuMq1aFnnvFrKAABMNDQFfjBn4Dw/8GMFkUFnwKMrHsU3p3wTMmT8fvfv8aNPfoSqTldZliijAb9YOw0A8PuPj6Kkss35tWMNnXjoXbEMc/3qKUiJMWl6/kRERH43c53YHnjDu3ItB/8ltlMv9NspjVXmCL2zPvaxeu2yWtXs4Cw0Y1LiEHV4A8na65rrq80tw0COs865xmV3lLm2vq0cAJCn5QoC9d7QnABEJWk3rkYma5xxbrE5UNbYBRk62NNmiE+qjTsDRS3Tkj5TlP4ZJ4wGHRYq5VrUuuS+2lom7rEX5ieO3DdCkoCiteL1obf9MrZWxs+/ECIKeVOULt+BfPqtBs4npUa7JrUtGmScd1QBskM0uolJC/x4QZKdKALnmmWcAzhhSwEAZMp1gR9MXTUQ5oFzAIjQReC+JffhV0t+hQhdBD6t+hSX/OsS/K74d6jrFn/XF8/JwrlFaei3OfCd53fg9eIq/LukGlc/vQ2dfTbMz03AjWeNnywPIiIKY5NXAaY4oKMaqNzm2Xtby4GqHYCkA2ZcFpDTG2u0Ds4BgD0yGZ1yJHSSjElaJFQMpM4RTXFhFWzNUxpyBivjPKa7YtB5aKJFKdMShtnmgCvjvLK1B72W08st+tvxpi5Y7TJiTQYYs+eKT9YGOnCuHD9z/JRpUS1Vyql8frTRL8f7osyN+uaqaV8X29J3A1+Ox48YOCeikOFcNtbQ5beaXKcqaxST98lpMa76g111gCXAWRTO+ua5YdlUUjVB48C5xeZAqUXcnCRZagM7mCwPbg46Tqybsg6vrH0FizMWw+Kw4Ln9z2H166vxnfe/g2f3P4urV/agKNuClt423PnaLvz47zvQ0N2OwkwJv/1WAVr6mtDY04iWvhbYHYGfnBMREQVEhBkoUoICJS959t79/xDb/GVAbLp/z2uMKnTO67UrB1Hd1ocTsliJmGWv0WxcAGHbQF5dOXCyOTg1zpOttZDg0LZmfRjXNweA5BgTkqKNkGXXvXEgldaJ/wOmZsRCypwrPlm7J7CDjsPGoKqzp6QCEA09h+pD5Yl+mx1fHBMPIVcUpo7+htylQFQy0NsSUuVaDME+ASIid+UlRyNCL6HHYkd1W69zaaA/qRnnk9NigMhE8dHbKrLOM2b6fTyngYHzMKbWOK9u0yZwXt3WiwqHyOA3dVYEdrCeZsDSBUAK++t4qqlJU/H06qexuXIzXjz4InbW78SOuh3YUbdD7BALxE4d/J46AJeeskpPgoQEUwIKEgowM3kmzsg4A0uzliJCz8ahREQUAuZfD+x5Gdj/T2DNQ4A5bvT3yDJQ8op4PfObgT2/McRVR1m7jPNjjZ3okjMwGyegb9WgFONALeHVGFSVq2R6V2qdcR6fA1nSwyRbkI5W53loIswzzgGgMC0G20604Eh9J2ZOCGzPhUO1rsC5MwO8bq8oeRWIMiqy7MpoH4eB86KMWGTEmVHX0YdtJ1qcgXRvbD/Rgh6LHamxJszIcuP3nd4gyppt/wuwdyNQuMrrsbXEjHMiChkReh0KUsQk+1iAlnWWqYHzVLF81FWuJcCTa2dj0PCtbw4MLNWizeS6oqUHFbIInEvq33GgqPXN47JE1tk4I0kSzsk9B8+d/xw+WPcB7lx4Jy6YeAEmxk9EpCFy2PfpJT30kqgzKkNGa38riuuL8cLBF3DbJ7fh3NfOxcPbHkZtV4BXDBAREfkq90wgZQpg7Qb2vebee058JhrVGWOAmd8I7PmNIYVKqZZAzemHcrS+C+WyktGvBj+10hp+jUEBV8Z5bUcf+m0arhzUR8AenwMAyNc1OO8xNNGs3BeGacY5MHBFiBYZ5x0AgKLMOCC1CNAbgf4OQKlf73cdNSLjWdIDqdMCM8YYJkkSVk4VwfLNpQ0+HeuTw+L9505Ng07n5kqa2d8S20NvA/3arTjyBTPOiSikFKbHoLS+E0fqO3FOkX9rgbd2W9DcbQEAFCiNSJFUAFQXBz5wPk4yztVSLa09VnT32xBtCuyvoYqWHlQqgXN01gLWvsAFtcdJY1B3ZMZk4tszvj3oc1a7FT22HuglPQw6Aww6A/SSHpKyXNnmsKGtvw1NvU041HwI+5r2YVPlJjT1NuHlwy/j9SOv4+ppV+Pm2TcjzuhGRgMREZHWJAlYcCPw/t3A1qeABTcAulGaUO58VmxnXwGYYgN+imPFpNQYSBLQ3G1Bc1c/kjVoFH6soQt2hyjV4iy3oZXmY2IbZlnKydFGRBv16LbYUdnSK1btaqQ7KgfxbeWYE9UCk0HDZq/qfWFy+DR5PZX6YCuQvcVUh5VSLUUZsYA+AkibDtSWiKzwQDTSVcu0pBaNy2QnAFg5NQ0bd1Ti40MNuPfr0533Y56QZRkfHaoHAM/iMhMWAMmTxf+J+14DFn7H47G1xoxzIgopaoPQIwFY1qnWcMuKN7sCuuov69YANwhtUzPOwztwHmeOQJxZ/N1qUa6lsqUHLYhFvy4KgAy0VwZusHFY39wTEfoIxJviEWOMgdlghkFnGDRJM+gMSIlMQVFSES4rvAz3LrkXH37zQ/xp1Z9wRsYZsDgseP7A81j35joU1xcH8TshIiIawfzrAHOCyGg+9NbI+zYdde2z8KaAn9pYEmnUO7OEtco6P9rQhXKlxnnAk2JO1XRUbJMLtR03wCRJQp5SX7y8KcA9oU7RaJwAAJhp9i1r1iP9XaL/FRDWGefqPbca1A6U9h4ratv7ACilWgBXuZZA1TmvG79lWlQrpqTAHKFDRUsPDtZ2eHWM/dUdqGzphTlChxVTUtx/oyS5guXbnxalc8Y4Bs6JKKRMCWAjIXXSPmlgpoRWpVpaxk/QdYJa51yDBqGi3qKE7qhs8Qk1KzwQWpRjj4NrqBWDzoCzJpyFZ1c/i/933v9Dbmwu6rrr8J33v4M/7fkT5BCYaBHRyFpaWnDNNdcgLi4OCQkJuOmmm9DVNXIQbeXKlZAkadDHf/3Xfw3ap6KiAmvXrkVUVBTS0tLw3//937DZbIH8VogEUyyw+Hvi9aaHALt1+H0/fRSQHcDUCwPbS2eMcma1ahA4l2UZxxq6nM1B0VENWDSqy23pcSVvpEzRZkwNqSt1jzdpV3YHACokETgv0NVpN6h6TxiVDEQmaDeuxqZnitWdVa29aO8Z4f8wH5UqGe0TEiIRZ1Z6GmXOEVs1wO1vVTvFNmteYI4fAqKMBmdt8/f2e/fz884+UUbz3KI0RBk9XEU+92ogIgpoOAiUf+7V+Fpi4JyIQspk57KxLjgc/g2aOQPnqUMFzgOYcd7XAXQrmRJhtnxzKFrWOa9QGhWpNRADGjhnqZaAkSQJy7OX49WLXsXFky6GQ3bgqZKncO+X98LmYCCMKJRdc801OHDgAD788EO8/fbb+Oyzz3DLLbeM+r6bb74ZtbW1zo/HHnvM+TW73Y61a9fCYrHgyy+/xAsvvIDnn38e9957byC/FSKXM38ARKUATaXAtj8PvU/FV8C+18XrlXdpd25jSGGa2iA08OUg6jv60dVvQ4cuDrJZaXYY6BWlKrVMS2QiEJ2szZgaKkhRAueN2macH7RmAgCybAFcUXoqtTZ+IEqIjCHxURHOe7YDte0BG+ewWt88Y0CZqgwlcF67x//ZyLIMVO0Qr3PO8O+xQ8wFM8XPz7v7aj1ORpJlGf/ZLwLnF87K9HzwyERgzlXi9eZHx3zWecgEzj3NRikvLz8tE0X9eO01V6OWob6+ceNGLb4lIvJCfnIUjHodeq12v5f6UEu1DKrNpzbwaa8S9bEDQZ2ARacB5sB2LR8LJiQogfMAl2qRZRkVzSJwblBrEAY0cD5+Vg0ES3RENB5c9iDuW3IfdJIO/zr2L/x404/RZwvQzyYRBdShQ4fw3nvv4ZlnnsHixYuxbNky/OEPf8DGjRtRU1Mz4nujoqKQkZHh/IiLc/U++OCDD3Dw4EH87W9/w9y5c3HBBRfggQcewFNPPQWLxRLob4tIZKKuuk+8/uQ3p5cc6O8E/n0rABmYe60rw3KcUefcWmScq6tV85KjIaklNtSAdqA1K2VawjDbHAAKlKSj4xqXatnWKcpDxPdWjbyyw5/UfzNhXKZFNTNL3JceqPaulIc7DtWKn8upAwPn6TMASQd0NwKdfl5N0FwmGoMazED6+C3VAgDnTkuDyaBDWWM39lV79nCk+GQrTjb3IDJCj3Ometl3bvkdohHsyS3A8c3eHUMjIRM49zQbJScnZ1AWSm1tLX79618jJiYGF1xwwaB9n3vuuUH7XXrppQH+bojIWwa9zrkc8Iifs1OODRU4j04BjLEAZFcdcn9TmxONg2xzAMhJEqVaKlsCm3He3mtFZ7/IRo7OmCw+GajAeX+XWPILiGYnFFDfnPJN/O/K/4VJb8JnVZ/hjs13wKrVDRMR+c3WrVuRkJCAhQsXOj+3atUq6HQ6bNu2bcT3vvTSS0hJScHMmTNx9913o6fH9Ttl69atmDVrFtLT052fW7NmDTo6OnDgwIFhj9nf34+Ojo5BH0Rem3stMPlrgK0XeOUqV0O6nhbg5StFAC42E1jzYHDPM4gK07Ur1aKuLC1Mi3EFsJuOBHxcMU541jdXOUu1aJhx7nDI2NFiQrdsgk62BXZ18ECNyr+Z1PB8CDLQjCzxQPpATeAyzvcrAdsZWQOSx4xRrp/Rmt3+HVDNNs+cCxiM/j12iIkzR2DNDFG66vXiKo/e++pOscpj7exMV284T8Vnu2qdv3snYA18GVdvhUTg3JtsFL1ePygLJSMjA2+88QauuOIKxMQM7vSckJAwaD+zeXx21iUKFYUBaBDaZ7WjSqm5PShwLklAkpJ1HqgJmZq5ME4C5/nJInBe3hTYwHlli7ieqbEmGFOVYLb6kMLf1GsYlQJEJQVmDBrknNxz8KdVf4JZb8bn1Z/j51t+DrvDHuzTIiIP1NXVIS1tcKaSwWBAUlIS6uqGzzK7+uqr8be//Q2bNm3C3Xffjb/+9a+49tprBx13YNAcgPPPIx334YcfRnx8vPMjJyfHm2+LSNDpgHVPi2BpRzXwl5XAM18Dfj9PZNiZ4oArXw7rOsmjUefcjZ39aOsJ7GoQNTg/OS0GSJ0qPtmoceA8JTwD5xOVUi1NXf3o6NMmkaGmvRd9VhnH5SzxCc0egpSKbWqRNuMF0YwJauA8MA+R+212Z6mW2dmnrLqeoDxQr97p30Grtott9sKR9xsnvrlA9AH7d0kN+qzu3Ud19dvw9l5RpuVbZ/g4T1p5FxCTIe6lP/jlmC3ZEhKBc1+yUVTFxcUoKSnBTTed3q381ltvRUpKChYtWoQNGzaMWt+H2ShEwTUlAPUQyxq7IMtAfGQEkqNPefoc6AahzsD5+MhUzksWk+vy5u6ANndU65vnJkUBKcrfbUsZEIjgqnoNw/SGaKxamLEQT5zzBAw6A94rfw+P7ng02KdERADuuuuuYUsmqh+HDx/2+vi33HIL1qxZg1mzZuGaa67Biy++iDfeeANlZb49HL377rvR3t7u/Kis1LBuLoWnyETgpg+AwjWAwyaCNn1tQNp04Pp/ARPmB/sMgyrGZEBWvEhaC3TW+bF6NeM81hX0bPT+/yGPNId34DzWHIG0WBMA7bLOy5Rx6k254hNaBM4djgEZ5+EfOFdLtZQ1dqHX4v/7p0O1nbDaZSRFG5311J3UwLaaIe4vlWp980X+PW6IOmtyCiYkRKK914p/7a526z2v7qhEj8WOgtRoLMxL9O0EIhOBi54Ur3c8DXzxv74dL0BCInDubTbKQM8++yymTZuGpUuXDvr8/fffj1dffRUffvgh1q1bhx/84Af4wx/+MOKxmI1CFFxqxnmpHwPnR+tdyzclSRr8xYAHztVSLeMjcJ6bFAWdBPRY7Gjs7A/YOIMC5/E5opad3RKYkjvqZD1Mb4jGsmUTluHh5Q9DgoRXDr+CjYfZp4Qo2NavX49Dhw6N+FFQUICMjAw0NDQMeq/NZkNLSwsyMjLcHm/x4sUAgGPHxEPMjIwM1NfXD9pH/fNIxzWZTIiLixv0QeSzqCTgmleBW3cA33gGuOEd4HufAxMWBPvMxoSiTPFzdjBAWa2qQSUZ1YzzpiOBSagYSJaBJjXBInzLe0x0NggNfNkdAChTHrR0xyr3aWpWfyC1V4jSS3ojkJAX+PGCLC3OjJQYExwycKjO/z+fe6vaAIhs89Puv9XAdvUu//2M9ncBDUq5tmwGzgFAr5Nww9J8AMAzW06MmtRmszvw7BaxCv+mZRNPv27emHo+sOYh8fqz/wE660fePwiCGjgPdDaKqre3Fy+//PKQ2ea//OUvcdZZZ2HevHn42c9+hp/+9Kf47W9/O+LxmI1CFFzTlQn20fouWO0OvxzzUK2YDEzLHOIm2VmqJQBlPmR53AXOjQYdJihZBeXNgSvXogbOcxIjAZ3e9fcbiIm1M3AevjdEY9n5+efjR/N/BAB4ZPsj2FqzNchnRDS+paamoqioaMQPo9GIJUuWoK2tDcXFxc73fvLJJ3A4HM5guDtKSkoAAJmZmQCAJUuWYN++fYOC8h9++CHi4uIwffp0/3yTRJ5KnQLMvhzIXwbovawJG4bUOsqBDJw3d/WjpdsCSQImpcaIRu56E2DrA9oqAjYuAKCjBrB2AzpDWDeQVxuEntCoQejxJhE4l9W68VpknDcqZVqSC8fNz/BMtVyLh80j3bGnUhxzdnbC6V9MLRJ9xixdQMMh/wxYswuQHUBcNhCX6Z9jhoFvLcpBjMmAYw1deP/AyInJ/9xdjeq2XiRHG7Fufrb/TmLJrcC5vwRueAuITR99f40FNXCuVTbK66+/jp6eHlx//fWj7rt48WJUVVWhv3/4LEhmoxAFV05SJGLNBljsDmemuK8OjhQ4d07IjvllrEG6m4D+dgASkDjR/8cfo/LVci0BnFxXtSqBc6UZaWAD5+oSXAbOg+WmmTfhooKLYJftWP/pelR1etbkhoi0N23aNJx//vm4+eabsX37dnzxxRe47bbbcOWVVyIrS9Stra6uRlFREbZvF3VJy8rK8MADD6C4uBjl5eV48803cf3112PFihWYPXs2AGD16tWYPn06rrvuOuzZswfvv/8+7rnnHtx6660wmUxB+36J6HRqQow6Fw8EtS9SdmIkIo16kVChrhJUg6GBogZ0E/MBfURgxwqiSRo3CC1rEONEZykPQ5uOBr4+slraR12xMA64GoQGLuN8zqn1zQHxM6qWslLrkvuqUjlOzhn+OV6YiDNH4Maz8gEAj/znMCy2oRMTu/ttePx98f/lLSsKYI7Q+/dEVtwJZM3z7zH9JKiBc62yUZ599llcfPHFSE1NHXXfkpISJCYmclJNNIZJkuT8Jb7fT12+XRnnsad/UZ0ctVeIJV7+pNbGTsgBIsZPY+L8AXXOA0U9dq4aOFeD2v7OSHE4xl2d+rFIkiT8aumvMDtlNjotnVj/6XpY7IFtNEZEvnvppZdQVFSE8847DxdeeCGWLVuGv/zlL86vW61WlJaWoqdHPAw1Go346KOPsHr1ahQVFWH9+vVYt24d3nrrLed79Ho93n77bej1eixZsgTXXnstrr/+etx///2af39ENLIZSh3l0rpOv60kPdUB5X5h+sAEGWe5lgAHzpvDv0wLABQogfMyrUq1KOOk5U8DJJ1IROpqGOVdPmocP41BVerPp7/uuVVd/TZn+aQhM84BIPdMsT35pX8GrVIajWYzcH6q7509CSkxJpQ39+CPm4deZf/b90vR0NmP3KQo3KAE2seLkFhfMjAb5U9/+hOsVuuQ2SjnnXceXnzxRSxa5KpXdOzYMXz22Wd49913TzvuW2+9hfr6epx55pkwm8348MMP8dBDD+HOO+/U7HsjIu/MyIrHV8db/LKss6GzD01dYvnm1IwhAudRSUB0GtDdIIKu/mzkNE4DrnnJIpgdqMB5n9WOqtZeAK6lo67AuZ8zztsrxVLfcVLvcCwz6o14/OzHcfnbl+Ng80E8tuMx3HPmPcE+LSIaQVJSEl5++eVhv56fnz+o5mZOTg4+/fTTUY+bl5c35PyfiMaW7MRIxJoM6Oy3oayxC0UZ/l/Nrd4vTM8ckNnqbBAa6IxzZd4Z5nP9ghQx3y5v7obDIUOn80Pt42F09FnRoPRJmpiZLObfrSfEfVogyzyMw4xztUHokTpRIjVC75/c2/3V7ZBlICvejNTYYZJW884S2/IvxGoCX+ppOxxA5VfiNeubnybGZMA9a6fh9r+X4MmPj2BebgJWTHElHr+9twbPf1kOAPjVxdNhMvg523yMC4nmoIDn2SiqDRs2IDs7G6tXrz7tmBEREXjqqaewZMkSzJ07F3/+85/xu9/9Dvfdd1/Avx8i8o2z3pofnn4fqhVNRicmRyPKOMzzRHWC1Oh734VB1LrpSZP8e9wxTm0gVN4UmBrn5c3dkGUg1mxASoxRfDJFuWFp9nPgXL0hSpo0buodjmWZMZl4ZPkjkCDh76V/xzvH3wn2KREREdEwdDoJ09RyENWBKdeilplQV6wCCNzc/lTjpA9OdmIkIvQS+qwO1Hb0BXQstRxMWqwJceaIwK0qHUiWgUbl+OMocJ6TFIk4pURqaV2n347ragyaMPxO2WcAugigswZoLfdtwPr9QG8rYIwBsub6dqwwdem8CVg3PxsOGfjuCzuxYcsJlDV24f8+OYofvbIbAPDdZRNxbtHYq0EeaCETOFezUTo7O9He3o4NGzYgJibG+XU1G2XlypWD3vfQQw+hoqICOt3p3+r555+P3bt3o7OzE11dXSgpKcH3vve9IfclorFFXTZ2sKYDdodv9ezULJQh65urnFkpfp5cj9uMc1epltG6d3tDnVBPSo1xdftWa9V3NwI9Lf4bzHlDVOi/Y5JPlk1Yhltm3wIA+PXWX6OsLQCNfYmIiMgvAlnnvM9qd5aEmDFhwFw/RQ2clwa2NrazVEt4zxMNep2zPOLxAJdrKWsQx5/kXFWq9qMKQB8jVUcNYOkEJP24SniSJAlzchIAALsqWv123D1VSmPQnCHqm6uMUa6V3ie/8G3AE5+Jbd7SsO414KsHL5uJNTPSYbE7cP/bB3He/3yKxz84AocMXLEwG3ddMH7KFA3ECDERhaRJqTGIMurRbbH7XEtPfeI9a6jGJKrUAZNrf2pWAnrjLHCemxQFnQT0WOxo7Bq+GbO31Am7Wm8RAGCKAeImiNfNfmz0qmawh/kNUaj5/pzvY3HmYvTaerF+83r0WAOzuoGIiIh8Mz3LfytJT1Va1wm7Q0ZStBEZcQP6CSUVADoDYOkCOqr9Pi4AoK9dlPQDwj7jHHCVRwx0g1D13m9SmjLPd2acB7Dsjpo8lTwJMBgDN84YND83EQCw66T/AueuxqAJI++olms58blvA6qB84krfDtOmDNH6PH/rlmABy6ZgclpMYg1GTAtMw6//eZsPLpuNgx+KtUTasbnd01EIU+vkzBrggh0l1S0+XSsPZXi/SP+4g5ExrnDMSBwPn4yFwDAaNBhQmIkgMCUaykbkHE+iPqAwp8ZKeqxxsENUSjR6/R4ZPkjSIlMQVl7GR7e/nCwT4mIiIiGoJZQOVjT4feViAPLtEgDayQbjK7M4UDVOW84JLZxE0TPpDCnzruPNQQ447zxlIxz9T6tIYBld5yNQcdPmRbV/DwRON+t3DP7qqGjD5UtvZAkYOaEERLXAKBgpdge3+T9yhC71dVgNH+5d8cYR/Q6CdctycdHd5yNfb9eg//8eDkuX5gz+P/PcYaBcyIKWXNzEwAAuyu9f/rd2NmPmvY+SNJoGefKhKz1JGDxU6C3owqw94vabQm5/jlmCMkfUK7F3447J9TRg78QiBqILNUyZqVEpuCxFY9BJ+nwr2P/wr+P/TvYp0RERESnKEyLRYReQkefzdnc3V/ULPbpWUOUZAzUilJV/X6xTZ8RmOOPMVMzRCDbn7Wwh6JmtKsZ7kifLradNf4txziQmjyVMv4C53OVUi0nm3vQ5IeVwtvLxTUqyohDfOQoZVNyzwQiooCuetfPk6cqvhJldqKSgYxZ3h2DxjUGzokoZM1Tfonv9iHjXF0mNik1BjGmERo7xqSKX7aQ/Rd0VSfpyZMA3fjqTA0MCJw3+TdwLsuyM+O84NSMc2fg3E8Z533tYiIHuGqo05hyRsYZ+MGcHwAAfvPVb3Cs1Y9leoiIiMhnRoMOhWmxAPxf59yVcT5EgoxzRekhv47pVH9AbMdL4DxdPJw4XOf/lQOqfpsdJ5R7h8lpyjzfFAsk5ovXdfsCMq4r43z81XiOj4xAofJ3XeyHci07TojA+eKJbqzCMJiA/GXiddkn3g149AOxnfy1cXnPTb5j4JyIQtbcHLFs7Eh9J7r7bV4dw9mYZKRsc5Vzcu2nrBR1+WbadP8cL8TkJYsGQieb/VuqpbGzH139Nugk1xhOKUqplmY/Bc7VAHxMBmAeobksBdV3Z30XSzKXoM/ehzs/vZP1zomIiMYYV51z/wXO7Q4Zh+vE8dQGpIOkKXN7NcDtb87A+czAHH+MmZQWDb1OrByobe8LyBhlDd2wOWTEmQ3Iih9Qs179O/Y2K3kkDseAazk+79vOUILc20/4ntG/vVwE38/Id7N80aTzxPboh94NqL6v8GvevZ/GPQbOiShkZcSbkRlvhkMGSrysuaY2OVGXoI3IuZzTT/XznIHzaf45XoiZmCIyzk/4OeNczTbPSYqCyXBKVoGacd5yXNS789U4n0SHCr1Oj4eXP4zUyFSUtZfhwW0PBvuUiIiIaAC1d5G6GtQfjjd2oc/qQGSE3jnvHCRjjtjWHwDs3iXhDMvhAOoPitfjJOPcZNCjQPl7DlS5lkPKioSizFNq1qslOOoCEDhvPSFKfehN47an0ZkFyQCAr443+3Sc9l6r82HWGRMT3XvTlNVie/JLz0vxtJ4UK0okPTD5PM/eS6Rg4JyIQtoi5en3Ni+eftvsDuyq8OCJt98zzpXJ9DgNnOcNqHHuz+WcpzUMGihuAmCMBRw2oNkPJTvG2RLcUJYcmYxHVzwKnaTDm2Vv4l/H/hXsUyIiIiKFmsRSUtnmt3mhWvZlWmYs9LohGtslFQDGGMDW57/ViKr2CiXYanQ1px8HpmaIkjuHAxQ4H3YFgToXrw9AqZa6vcoY0wH9KDW5w9SZyj33wdoOtPd4n3z01fFmyDJQkBKNtFjz6G8AxM9p+kxAtgNH3vNswINKf6O8pUCkm4F6olMwcE5EIW3xRPH0e5sXT78P1HSgx2JHnNmAqemxo7/BmXHuhzqIDocrAD+OS7UYdBJ6LHbU+HE5p7Nh0FCZRZLkyg73x7Jc9RhpDJyHgjMyzsCtc28FADz41YMobQlQMzAiIiLyyLTMOBgNOrT1WFHupzJ++6tFScYh65sDgE7nKvFRu9cvYzqpc8TUqeMq2FqkBM5L6/xbq151qLZz0DhO6nVsLPXPqtKB1H8bGbP9e9wQkhZnRkFqNGQZ2FHufbmWLUebAADLClM8e2PR18X20Fueve/AP8V2xqWevY9oAAbOiSikqRnnuyvb0G+ze/Re9Zf+wvwk6IbKQjmVmnHeWg5Yez0a6zRt5YCtFzCYXc1sxpkIvc65bPZovf+yUtSM89Mag6rUjBRfmwfJsquOIjPOQ8Z3Z30XZ2WdhT57H370yY/Q0ud7rUYiIiLyjdGgw0ylznlJpe8NCAFgV0UbAGDOSCUZM5VyLXUBCpyPk/rmqqkZaoPQwGacTzs14zwhT6wqtVtcPYj8Rf23kTl+A+eAq1zLlmNNXh9Dfe+yyR4GzqddJLbHPgJ63fz/oeUEULMbkHTAtEs8G49oAAbOiSikTUqNRkqMCRabAyXK5NhdanMTtxuTxKSLJV6yw/c652p985TCcd3duzBdBLePNXT57ZjHm9RSLUNknAMDmgf5mHHeUQP0tYmaeepqBBrzdJIOj654FDmxOajprsEdm++A1d+ZSUREROSxuTmilMJuD+f0Q7HYHNinZJzPz00Yfkc1GFq7x+cxBxmnyRVqJnhZYxesdodfj93Q2YemLgt0EjDl1NXCOt2Aci1+rHMuy65/G2pN/HFqRWEqAODTI41evb+qtQcnmrqh10k4c1KyZ29OnyHu4ewWYP8/3HvPno1im78ciEn1bDyiARg4J6KQJkkSlii/eD8/6v7Tb5vdga1KeZfFBW4GziXJtUTP1+WcarZz+izfjhPiJqeJSe/Rev8EzvusdlS1itUAw2ec+ylwrr4/ZQpgMPl2LNJUvCkefzj3D4iOiEZxfTHu/+p+v9bZJyIiIs/NUwLcxSd9zzg/WNsBi82BxKiIoRuDqtS5fd1eEST1l3HaByc7MRIxJgOsdtlZPtFfDitlWvJTohFpHCLxKEOZ4/u6qnSgzjqgu1FkLY+za3mqsyYnw6CTcKKpGyebPb+2m0pFwH1uTgLizB6WL5IkYO7V4vXul0bf324Ddr0oXs+/3rOxiE7BwDkRhbyzp4gnyJuPNLj9npLKNnT22RAfGYE52QnuD+avrJRaLvkDgMI0Edw+2uCf5Zwnmrohy0Cc2YCUGOPQO6k1zjtrPO/MPpAz+2R8LcENF5MSJuGxFY9BJ+nwr2P/wpO7ngz2KREREY1r6irQQ7Ud6OzzbTXYLiX4Pi83EZI0QknG1CJAFwH0tQNtJ30a08nSDTSXidfjrFSLJEmYoqwoPeznOueH1GavGXFD7+BMjvFjxrlapiVlCmCM8t9xQ1CsOQIL8sSqkM2lnmedf3iwHgBw3rQ0705g9rcAnQGo2QVUF4+879EPxL1eVLKrzAuRlxg4J6KQpwbO91d3oKHTvSaTnylLzJYXpkDvTn1zVeZcsfW1DmIdm8wArlItRxu6/JLxW6rUU5yaETv8TZIp1lVX3pcHILUlYps1z/tjUFCtyF6B+5bcBwB4dv+zeOHAC0E+IyIiovErI96M3KQoOGTfs853VYj3j1imBQAMRiBtmnjtrwahDYcByEB0KhDjZZAwhKl1zkv9XOdcrZs+LTN26B0ylJW8dX4MnLMx6CDnFIl/zx8dqvfofZ19VmwtE6vDV09P927w6BRg1uXi9Zb/HX4/WQa2/E68nnsNVwaTzxg4J6KQlxprwqwJ8QDcf/qt1mZTg+5uUydN9QcAh2fNSJ16WoD2SuV447tUy8SUaOh1Ejr7bKjrcO+hx0gOKZktRcNloqjUByBq8NsbNbvFloHzkPaNwm/gx/N/DAB4fOfjeGbfM0E+IyIiovFr0USRda72IvKGLMvYprx/QZ4bJRn93SC0VpkjjtN5vlrn3N+BczXjfNh5fto0ABLQ3QB0ub8SeUR1SpLNOF8lrFozIwMA8GVZM1q7LW6/79MjjbDaZUxMicak4cppuuMsMWfHobeA+oND71P2MVC1AzBEAktu834sIgUD50QUFs5Vnn6/t79u1H1r2nqxp6odkuRF4Dx5EhARDVh7gOZj3pyqK8s5cSJgHiXAG+ZMBr2z7uRhP0yu1dqHRcNloqgmzBfb6l3eDdRZD3RUA5CYgRIGbpp5E743+3sAgCd3PYknip9gzXMiIqIgWJTve+D8eFM3Gjv7YTTonHXTR6QGzv3VIFSdX05Y4J/jhRg1cK4Guv3BYnPgWIPoiTQta5j7J2O0KKkCeD/HPxUzzgeZmBKNaZlxsDtkfHBw9Ptu1ZslNQBE4H3E0kmjSZumlF6RgXf/+/S+BNY+4L2fi9dn3ATEepndTjQAA+dEFBYumpMJQJRgaesZ+en3O3trAYg6imlxZs8G0uld2SPeTsjqWN98oGmZYvLrj8m1mtmiTtiHpWaJ15R4N5CaqZ4yBTD5kDVBY4IkSbht3m1Yv2A9AGDD/g24fdPt6LD4tzYnERERjWxxgQic76lqQ1e/zatjbC1rBgAsyE2EOWKIJpKnUoOi/irVot4jZM33z/FCzHQlsF3T3oemrn6/HPNYQxdsDhlxZgOy4ke4f8teKLaj1cB2R2+bq+79OF09MJS1s0TW+dvKPfVoWrst2FQqVgBcNm+C7yew+kGRTX5yC7D1/1yfl2Xgo18BTaVATDqwfL3vYxGBgXMiChOT02IxLTMONoc8atb5W3vFE++L5mR5N5g6Iava4d37q3aKLUt8ABiYleJbxnlrt8VZ7mVK+iiB88y5ACSgvQLobvJ8MJZpCUs3zLwB9y+9HxG6CHxS+QmufPtK7Gn0U/YZERERjSovORo5SZGw2mVsO97s1TG+Ut53ZkGye2/ImAlIOqCrDuio8WpMp/5OoPGweD1hfAbOY80RKEgVK0r3Vbf75Zj7leNMz4obOWPZuarUD4HzGuUBSEIeEOVGyZ9x4uuzxT30lmNNqGrtGXX/t/fVwmqXMS0zDlNHS25yR2IesEr0KMIH9wCf/hZoPAL856fAtj8qJ/m/vGbkNwycE1HYuFgJhG/cUTnsPkfrO7G3qh06CbhgZoZ3A2WfIba+Bs6zF3n3/jAz3U8Z52qpl5ykSMSaI0be2RwHpBSK196sHKjcJrbqQxQKG5cVXoa/XvBXZEVnobKzEte+ey3u2XIPmnq9eMBCREREHlteKEopfn7U89+9DofszDg/s8DNwJkxGkifIV5Xbvd4zEFq9wCQgbgJQKyX9xphYLbSf2pflX8C5yVVbQCAOTkJI++olsepLj69jIenKpV7vRzesw2UnxKNpZOSIcvA30e47wZEv4GXvhJZ++vm+yHbXLX4v8QHAGz6DfDUGcD2v4g/r34QKLrQf2PRuMfAORGFjW8uyIZRr0NJZRt2VbQOuc+GL04AAL42PR0pMV522FYD5/UHAEu3Z+9trwY6awBJD2TN9W78MKOWajne2IU+q5cNVwEcqBET81Ebg6rUiXWVhzdIDvuAifRiz95LIWFGygy8etGruHjSxQCAf5f9G2teX4Off/5z7G7YDbu3jYGJiIhoVCsKUwAAnx1t9Pi9+6rb0dxtQYzJgHm5ie6/UU1o8TYxRsWVpQCAWdkJAIC9fgqc76lsAwDMUY47rPSZgN4E9LUBLcd9G1RNlOF8/zRXL84FIBLWRrp/+7KsGYfrOhFl1OPyBTn+OwFJAs5/BLjsz0ByIRARJUojXfkysJQNQcm/DME+ASIif0mNNeHiuVl4vbgKT392HH+8dnBDnuaufvxzVzUA4KZlBd4PFD8BiM0SAfCaEiD/LPffq07G02eI7BZCepwJiVERaO2x4kh9J2aPNiEehroUVM1wGVXumcCeV4CTWz0bqOEgYOkEjLGu7CQKO/GmeDy47EFcMfUKPLbjMext3Iu3jr+Ft46/hdiIWCzIWIDJCZORFZOFeGM8InRilUO3rRs91h50WbvQbe1Gr60X/bZ+9Nn7YLVbYdQbYTaYkRqZiuzYbExKmITChELodW7UYCUiIhoHlkxKgV4n4XhjNyqae5CbHOX2e9VayssLU2A0eJAnmLMI2PmsK1jqLfX9uWf6dpwQNztbyTivbvP5WH1Wu7OP0agZ5/oIkZxUuU18JE/yblCHY8Aq4TO8O0YYWz09A1nxZtS092Hj9grccNbE0/aRZRl/3FwGALh8QTbio0ZZEewpSQLmXCk+iAKIgXMiCis3LZuIf+yqwn/21+Gr482Dahs++t5h9NscmJ0djzPyPchAGUr2QuDQm0DFVu8C55yAOUmShBlZ8dhyrAn7qzt8DpzPynY3cL5UbKt3ArZ+wODmCoSKr8Q25wzRLJbC2pzUOfjbBX/D/qb92Fi6EZ9UfIJOayc2V27G5srNfhkjJiIG89PnY3XeaqzKW4XoCD5UIyKi8Ss+MgKL8pOw9Xgz3j9Qh5tXuJ/wsqlUZKmfMzXNs0HVchy1ezybFw7kcLjmiblLPH9/GJmRFQe9TkJ9Rz9q23uRGR/p9bEO1HTA5pCREmMauTGoKvdMETQ/+SUw92rvBm0qBfrbRSZz+kzvjhHGjAYdfnDOZNzzr/34f5vL8M2FOYgxDQ4vbiptwJZjTYjQS74lrREFGQPnRBRWpmXG4epFuXhpWwV+/s99eO2/liA5xoSPD9Xj1Z1VAID7Lpo+clMZd+QvE4Hz8i3Aijvdf9/JL8WWS/4GmZ0tAud7KtucS/880dlnxfFGUTZnlrsZ5ymFQFQK0NMkVg7kunlNKpQM9ZzxnUk0nkiShFmpszArdRZsDhsOtxxGcX0xqjqrUNtdi05LJ2wOGxyyA9HGaEQbohFjjEGUIQqREZGI1EfCbDDDoDPAYregx9aD+u56VHVV4XDLYXRZu/BZ1Wf4rOoz/Oar32BtwVrcNPMm5MT5cUkrERFRCFkzI93jwHl9Rx/2KrWwz56a6tmAiROB6FSgu1H0v8nzIvDdfBTobQEMkUDGbM/fH0aijAZMy4zF/uoOFJ9sxddnex84362U4JyTHe/ePVzuUuCLJ11zdm+o92wTFgB6hs2GcsXCHPz5szJUtvTiwXcO4uFvuP7Nt/da8eu3DgIAvnPWRI9WjRCNNfwfgIjCzk/XFOHjQw043tSNdX/8EmdNTsGrO0XjkqsX52JBnh86bE9cIbYVXwE2C2Awjv6e3jagtkR5/3LfzyGMqFnme5SbHU8dqBGNRSckRCLZ3dr1kiQyUg6/DZz8wr3AucMBHP9UvPZkpQGFDYPOgJkpMzEzxT/ZR3aHHaWtpfis6jO8ffxtnOw4iX8c/QfeOPYG1k5cix/P/zHSo9P9MhYREVGoWD0jA7966yCKK1rR0NmHtNjRM43f2VsLWQYW5CUiPc6NzOSBJAnIOws4+C+g/HPvAudqoDZ7oXv3BmFuQW7igMB5ltfHKT4pAucL3F0xnLsYgAQ0HwO6GoAYD1cfACI5ChDJUjQko0GHx9bNwdXPfIVXtldiUmoMvru8AJ19Vtz28i6cbO5BVrwZt507OdinSuQTNgclorATHxWBl25ejLRYE8qbe/DStgpY7TLWzsrEry7yU03q1CKRlWLrFaU+3HHyC0B2iAYmcd5PHsPRnByRJX60oQu9Fs8bL+5TGg/NnOBmY1BVvvIA4/gm9/av3ycy1I0xriZSRD7Q6/SYnjwd/zXnv/DWpW/h+fOfx7IJy+CQHXjr+Fu46F8X4Zl9z8Bqtwb7VImIiDSTlRCJuTkJkGXgzZIat97z1l6x30WzM70bVE1sOfGZd+9Xs5THeX1z1fw8EejepQS+vSHLMnaUtwAAzsh3M/kpMtHVh0i9Jp4NOiBwzmSnkSyZlIwfnlsIAPjNO4fwtd99inMe34zPjzbBHKHDX65fiFizn2ubE2mMgXMiCkuTUmPw/u0rcN9F03HD0nz8+boF+MNV8zxrEjQSSXJlILg7uVb3U7PVySkjzoy0WBPsDhkHato9fr+aiTI3x8Pa9ZNXie3JrUB/5+j7l30itvnLmUlEfidJEhakL8AfV/0Rr6x9BXNT56LX1osndz2Ja/9zLY63HQ/2KRIREWlm3YJsAMDrxVWQZXnEfSuae7C7og06CbjQ68D52WJbuR2w9nn2XlkGjm9WjsO5PgAsVALdB2o6vEqMAYDy5h40dVlgNOicDUfdkqesDC3/3PNBG0uB7gbAYBarB2hEP1lViLsvKIJRr8PRhi40dVmQmxSFl767GDPdLaFJNIYxcE5EYSsx2ogbz5qIX108A2tmZECn87Gu+akKVort0Q/c2985mWbmwqkkSXKWaympbPPovbIsY6cSOF/oadPX5ElAYj7gsLr3AOTYx2I76VzPxiHy0MyUmXjxghfx4LIHEW+Kx8Hmg7ji7Svw8qGXRw0eEBERhYOLZ2fBaNDhcF0n9laNnFjx0raTAICzJqe4VdZlSMmTgZgMwN4vmkt6ouEg0FUvmkmylxEAICvejIw4M2wOGbsqvMs6V7PN52THw2TQu//GSeeIrTp394R6T5Cz2LsmseOMJEn43tmTsO3n5+Gpq+fj5ZsX44OfrPBPeVSiMYCBcyIib005X2yri4GO2pH3bS4DGg8DOoMr4E6DqEFvdYLsroqWHjR19cOo17nfGFQlScDkr4nXoz0A6W52LfecfJ5n4xB5QZIkXDzpYvzz4n9iadZS9Nv78fD2h/H9j7+Plj7Pfk6IiIhCTXxUBC6YmQEAeHbLiWH367XYsXGH6Gf07SX53g8oSa55+rGPPHtvmVL2L28pg60KSZKwZFIyAODLsiavjrHtuJjvLHS3TIsqf5m472o9AbR4uGLv2Idiy3s2jyRGG7F2diaWTkqBOcKDhxxEYxwD50RE3orNACYoy/eOvDfyvofeEtv85aLuHp1m0UQxId5+osWjjNqd5SKDZeaEOO8maVOVByCH3gZGqiN9+C1AtgMZs0SmOpFG0qLS8KdVf8LPF/8cJr0JX1R/gcvfvBw769zsr0BERBSibl5eAAB4e28NTjZ3D7nPqzsr0d5rRXZiJM4p8qIR5EBTVovtkfc9e59azq/gHN/GDzNLnYHzZo/fK8sythxrBACcNSnFszebYoEcpda8em3cYelxZZyrSVJENK4xcE5E5IuiC8VWDYwP5/A7yv5rA3s+IWxmVjzMETq09lhxrKHL7fftPOllJopq4kogKkU0/VTL6Qxl/z/FdsZl3o1D5ANJknBV0VV4Ze0rmBg/EQ29Dbjpg5vwzL5n4JAdwT49IiKigJg5IR4rp6bCIQOPvV962tc7+qx48uOjAIDvnT0Jel9LM046D5D0QFMp0DJ8lvsgfe2uYGvhat/GDzNqxvneqnZ09nnW6PxYQxfqO/phMug8L8cIAJOV0opH3CyrCYjraOsD4nOAtGmej0lEYYeBcyIiX0y/VGyPbwLaq4fep+U4ULUdgMTA+QiMBh3m54pJ8bYT7peh+OKYyGBZPNHLwLneAMxcJ17v2Tj0Pm2VruZCDJxTEBUmFmLj2o24qOAiOGQHntz1JH7w0Q9YuoWIiMLWnaunQq+T8M7eWnx4sH7Q1x565xBaui2YlBqNq87I8X2wyAQgd4l4PdqKUtXRD0W/nJQpQOoU388hjGQnRiEvOQp2h4yvjns2V/nsqCjvsmhikperSpX7ruObxMMNdxz5j9gWrhale4ho3GPgnIjIF8mTgLxlgOwASl4eep/i58V28nlAXJZmpxaK1HIt7tZBLG/qRkVLDyL0Es4sSPZ+4NnfEttDbwKddad/ffufxTWeuAJIKvB+HCI/iIqIwoPLHsT9S++HWW/GFzUs3UJEROFr5oR4fHfZRADA7Rt344tjTbA7ZDz50VFs3FEJSQLuv2QmDHo/hTfURJf9/3Bvf3XladHX/TN+mFlRmAoA+ORwg0fv+/yoKNOyvNDDMi2qtCIgZSpgt7hXesduBQ6+KV4z2YmIFAycExH5av71Ylv8PGDrH/w1Wz+w+2/i9cLvaHpaoWjFFDGx/vxIE6z20ctPqBPq+bmJiDYZvB94wnxRB9FuAb78w+Cv9XUAxS+K12fe6v0YRH4kSRIuK7wML699maVbiIgo7P3ka1OwbHIKui12XPPMNsz61ft44qMjAID/XjMVZ032Mrg6lJnfACQdULVj9MaSfR2uBvPTGDgfyqrp6QCAjw/Vw+Fwr49RZ58VXyqrSldO9aFu/fSLxfbAv0bft2wT0NsCRKcBE8/2fkwiCisMnBMR+Wr6xUBsJtBRBex8bvDXvvoj0NMMxGUDhWuCc34hZE52ApKijejst6H4ZOuo+6tLONWAu9ckCVi+XrzeuQFoLnN97eNfA/3tYvkt61bSGMPSLURENB6YI/R4+vqF+NbCHEToJfRY7Ig1GfDIN2bh+2f7uWl7bIZYZQgA+14fed8D/wSsPWKemDXfv+cRJs4sSEK0UY+Gzn7sr3GvZMrm0kZY7A4UpESjMC3G+8FnfENsj74PdNaPvO++V8V25jdEKUciIjBwTkTku4hI4OyfidefPuqqdd5eBXz2uHh97j2cgLlBr5NwthIE31Q68nLOHovNmXF+tq+BcwAo/BqQv1zc/Lx2g5hc7/k7sOMZ8fULHwd0/LVJYw9LtxAR0XgQadTj0W/Oxrafr8JHd5yNHfeswpWLciEFohb17CvFtvh5UcJjOLuUVYnzrmNN7GGYDHpnkst7+4coiTiE9w+I/VbPyPDt+qZPB7LPABw2YPdfh9+vqwE4+G/xevYV3o9HRGGHEQAiIn+Ydx2QPlMs7/vbOhFwffESwNIpsk/UGto0qnOKxHLM9/fXQZaHX875yeEG9FkdyE2KwoysON8HliTgG38BIpOAur3A/0wF3rhFfG3hTUABl2zS2DVc6ZZHtz+KTktnsE+PiIjIb5KijZicFuNdw0h3zfyGKNnRUT18mY+KbUB1MaAzAHOuCty5hIG1szMBAP8uqRm1XEtXv81ZD33NjHTfB19wo9gWvzD8Q5CdG0TJxuwzgAkLfB+TiMIGA+dERP6gNwBXvQLEpAONh0TAtfkYEJ8LXPECM5U9cF5RGiIj9Chv7sHuyrZh93tnby0AMRH3W6ZRXBbw7beAzLkAZHEjtOwOkW1OFALU0i0XT7oYDtmBvx36Gy564yK8duQ1WEfKmCMiIiIXgwlYdLN4veUJwG47fZ/ND4nt3KuBGD+sfgxjq6alI9ZsQHVbL7adGLmc3Dt7a9BjsaMgJRpzcxJ8H3zGZUB0KtBeMXTWeV87sP1p8frM7/s+HhGFFUZyiIj8JSEXuOlD0QQ0Y5bYfuc/4vPktmiTAefPzAAAvLGresh9WrstzkyUtbMy/XsCGTOBWzYDPzkI3FUBrLqPDz4opKilW/686s/Ij8tHc18z7t96P9a+sRYvH3oZ7f3u1Rd1h0N2oL67HgeaDmB77XZsqtiEd4+/iw9PfojPqj7D3sa9qO+uh91h99uYREREmjjju4A5AWg44Crdpyr9D3B8M6CLAJbfGYyzCynmCD2+rmSdv7azcsR9/75DfP3yhTn+SY4xRrmu0aePiUD5QJsfAXqagORCYNrFvo9HRGFFkkdaB09u6ejoQHx8PNrb2xEX54dyAURE49xnRxpx/YbtiDMb8OXd5yHGNLg+/FObjuG375diemYc3vnRssDUtiQKAxa7BX8v/Ts27N+Apl7RTDdCF4GVOStxVtZZWJSxCNmx2SP+DFntVtR116GqqwqVnZWo6KgQ284KVHVWoc/eN+p5ROgiMClhEqYkTsHctLlYlLEIubEBqkvrZ5znjV+89kSEHc8C79wBREQB1/8byFkEtBwHnj5PlGhcchuw5sFgn2VIKKlsw6VPfYEIvYRP//scZCVEDruPXidh693nIi3W7J/Bbf3AU4uA1nJg2kXA5S+KxJgj7wOvXAXIduDafwKTz/PPeEQ05rk7z2Pg3A84qSYi8i+7Q8bXnvgUxxu78dPzp+IHKyc7v9Zvs2PFY5tQ39GP/7l8DtYtyA7imRKFhj5bH9449gZeP/I6jrQeGfS1SEMkcmJzkBqZCqPeCIPOgG5rN7osXajrqUNjTyNkDD9d1Et6JEcmIyYiBtER0TAbzLA77Oi19aKtvw0NPQ2wy6dnnKdHpWNx5mIsm7AMS7OWIt4U7/fv2x84zxu/eO2JCA478NLlQNnHInhe+DWRad7XLlaYfvdjUdaF3HLlX7biq+Mt+M5ZE3HvRdNP+/qNz23HptJGrJufjf+5Yo5/B68qBjasARxWIH+56E9V/Bxg6wPmXgtc+pR/xyOiMY2Bcw1xUk1E5H//3FWFO17dg6RoIz78yQokx4ibkic/OoonPjqCtFgTPv/ZOTAZAtgYiigMHWo+hI8rPsaOuh3Y27gXNnmIuq2nMOvNyIrJQm5sLrJjs5Ebl4vcWPGREZOBCF3EsO+1O+yo7a7FkdYjONh8EDvrd2Jv415YHa6a6zpJh1kps7B8wnIsy16GaUnToJPGRokkzvPGL157IgIAWLpFVvKJT12fm7AQ+NZfRX8cctunRxrx7Q3bYdTr8O6Pl2FyWqzza18ea8LVz2yDXifh4zvORn5KtP9PYN/rwL9vA2y9rs9NvRC44kVAP/xchojCDwPnGuKkmojI/2x2By548nMcbejC8sIUPH39QuyuaMO3N2yHxe7A76+ah4vn8GaFyBcWuwXVXdWo7KxEe387+ux9sDvsiIqIQrQhGmlRaciKyUKSOcmvZVV6bb0oaSjB1pqt+Lz6cxxrOzbo60nmJCybsGxMZKNznjd+8doTkZMsA8c3ATW7RS3sKecDBmOwzyrkyLKMm17YiU8ON2BOTgJeuXkxoowGtHRbsPb3n6O2vQ/XnpmL31w6K3An0XQMKPkb0N0krmPRWiAESscRkX+FXeD8wQcfxDvvvIOSkhIYjUa0tbWN+h5ZlnHffffh6aefRltbG8466yz88Y9/RGFhoXOflpYW/PCHP8Rbb70FnU6HdevW4cknn0RMTIzb58ZJNRFRYJTWdeKSp7agz+pAYlQEOvpssDtkrJqWjqevXxAS9ZGJaHS1XbXYUrMFW6q24Kvar9Bj63F+TSfpMDtlNmakzEBBfAEK4gswJ23OiFnu/sR53vjFa09E5H81bb1Y88Rn6Oy3YU52PC6eOwEvbi3HyeYeTEyJxjs/WoYoo2H0AxER+SDsAuf33XcfEhISUFVVhWeffdatwPmjjz6Khx9+GC+88AImTpyIX/7yl9i3bx8OHjwIs1k0mbjgggtQW1uLP//5z7Barbjxxhtxxhln4OWXX3b73DipJiIKnM2lDbjrH/tQ1yEaEF40Jwu//eZsmCNYooUoHFntVuxq2IUt1VuwpXrLadnoOkmHHdfsgFGvTaYf53njF689EVFg7Kpoxbc3bEdnn6tcXHZiJJ6/8YxB5VuIiAIl7ALnqueffx633377qIFzWZaRlZWF9evX48477wQAtLe3Iz09Hc8//zyuvPJKHDp0CNOnT8eOHTuwcOFCAMB7772HCy+8EFVVVcjKcq8EACfVRESB1WOxYV9VO9LjzIGpd0hEY1ZtVy221W1DWVsZytrKYLFb8MyaZzQbn/O88YvXnogocCqae/DStpM42tCFmRPiccPSfCRFs/wNEWnD3Xle2K5/OXHiBOrq6rBq1Srn5+Lj47F48WJs3boVV155JbZu3YqEhARn0BwAVq1aBZ1Oh23btuGyyy4b8tj9/f3o7+93/rmjoyNw3wgRESHKaMDiguRgnwYRBUFmTCYunXxpsE+DiIiI/Cg3OQp3Xzgt2KdBRDQiXbBPIFDq6uoAAOnp6YM+n56e7vxaXV0d0tLSBn3dYDAgKSnJuc9QHn74YcTHxzs/cnJy/Hz2RERERERERERERBQsQQ2c33XXXZAkacSPw4cPB/MUh3T33Xejvb3d+VFZWRnsUyIiIiIiIiIiIiIiPwlqqZb169fjhhtuGHGfgoICr46dkZEBAKivr0dmZqbz8/X19Zg7d65zn4aGhkHvs9lsaGlpcb5/KCaTCSaTyavzIiIiIiIiIiIiIqKxLaiB89TUVKSmpgbk2BMnTkRGRgY+/vhjZ6C8o6MD27Ztw/e//30AwJIlS9DW1obi4mIsWLAAAPDJJ5/A4XBg8eLFATkvIiIiIiIiIiIiIhrbQqbGeUVFBUpKSlBRUQG73Y6SkhKUlJSgq6vLuU9RURHeeOMNAIAkSbj99tvxm9/8Bm+++Sb27duH66+/HllZWbj00ksBANOmTcP555+Pm2++Gdu3b8cXX3yB2267DVdeeSWysrKC8W0SEREREY0bLS0tuOaaaxAXF4eEhATcdNNNg+b3pyovLx+2xONrr73m3G+or2/cuFGLb4mIiIiIwkRQM849ce+99+KFF15w/nnevHkAgE2bNmHlypUAgNLSUrS3tzv3+elPf4ru7m7ccsstaGtrw7Jly/Dee+/BbDY793nppZdw22234bzzzoNOp8O6devw+9//XptvioiIiIhoHLvmmmtQW1uLDz/8EFarFTfeeCNuueUWvPzyy0Pun5OTg9ra2kGf+8tf/oLf/va3uOCCCwZ9/rnnnsP555/v/HNCQoLfz5+IiIiIwpcky7Ic7JMIdR0dHYiPj0d7ezvi4uKCfTpERERE5Cec5wXOoUOHMH36dOzYsQMLFy4EALz33nu48MILUVVV5fYK0Hnz5mH+/Pl49tlnnZ+TJAlvvPGGc6WpN3jtiYiIiMKTu/O8kCnVQkRERERE4WPr1q1ISEhwBs0BYNWqVdDpdNi2bZtbxyguLkZJSQluuumm07526623IiUlBYsWLcKGDRswWr5Qf38/Ojo6Bn0QERER0fgVMqVaiIiIiIgofNTV1SEtLW3Q5wwGA5KSklBXV+fWMZ599llMmzYNS5cuHfT5+++/H+eeey6ioqLwwQcf4Ac/+AG6urrwox/9aNhjPfzww/j1r3/t+TdCRERERGGJGedEREREROQ3d91117ANPNWPw4cP+zxOb28vXn755SGzzX/5y1/irLPOwrx58/Czn/0MP/3pT/Hb3/52xOPdfffdaG9vd35UVlb6fI5EREREFLqYcU5ERERERH6zfv163HDDDSPuU1BQgIyMDDQ0NAz6vM1mQ0tLCzIyMkYd5/XXX0dPTw+uv/76UfddvHgxHnjgAfT398NkMg25j8lkGvZrRERERDT+MHBORERERER+k5qaitTU1FH3W7JkCdra2lBcXIwFCxYAAD755BM4HA4sXrx41Pc/++yzuPjii90aq6SkBImJiQyMExEREZHbGDgnIiIiIiLNTZs2Deeffz5uvvlm/OlPf4LVasVtt92GK6+8EllZWQCA6upqnHfeeXjxxRexaNEi53uPHTuGzz77DO++++5px33rrbdQX1+PM888E2azGR9++CEeeugh3HnnnZp9b0REREQU+hg4JyIiIiKioHjppZdw22234bzzzoNOp8O6devw+9//3vl1q9WK0tJS9PT0DHrfhg0bkJ2djdWrV592zIiICDz11FP4yU9+AlmWMXnyZPzud7/DzTffHPDvh4iIiIjChyTLshzskwh1HR0diI+PR3t7O+Li4oJ9OkRERETkJ5znjV+89kREREThyd15nk7DcyIiIiIiIiIiIiIiGvMYOCciIiIiIiIiIiIiGoCBcyIiIiIiIiIiIiKiAdgc1A/UMvEdHR1BPhMiIiIi8id1fse2QOMP5/hERERE4cndOT4D537Q2dkJAMjJyQnymRARERFRIHR2diI+Pj7Yp0Ea4hyfiIiIKLyNNseXZKbP+MzhcKCmpgaxsbGQJCng43V0dCAnJweVlZUjdn6l0MDrGT54LcMHr2V44fUMH8G4lrIso7OzE1lZWdDpWOVwPOEcn3zB6xk+eC3DB69leOH1DB9jeY7PjHM/0Ol0yM7O1nzcuLg4/ucQRng9wwevZfjgtQwvvJ7hQ+tryUzz8YlzfPIHXs/wwWsZPngtwwuvZ/gYi3N8ps0QEREREREREREREQ3AwDkRERERERERERER0QAMnIcgk8mE++67DyaTKdinQn7A6xk+eC3DB69leOH1DB+8lhTO+O87vPB6hg9ey/DBaxleeD3Dx1i+lmwOSkREREREREREREQ0ADPOiYiIiIiIiIiIiIgGYOCciIiIiIiIiIiIiGgABs6JiIiIiIiIiIiIiAZg4JyIiIiIiIiIiIiIaAAGzseop556Cvn5+TCbzVi8eDG2b98+4v6vvfYaioqKYDabMWvWLLz77rsanSm5w5PreeDAAaxbtw75+fmQJAn/+7//q92J0qg8uZZPP/00li9fjsTERCQmJmLVqlWj/iyTdjy5lv/85z+xcOFCJCQkIDo6GnPnzsVf//pXDc+WRuPp703Vxo0bIUkSLr300sCeILnNk2v5/PPPQ5KkQR9ms1nDsyXyDOf44YVz/PDBOX744Bw/fHB+H15CdY7PwPkY9Pe//x133HEH7rvvPuzatQtz5szBmjVr0NDQMOT+X375Ja666ircdNNN2L17Ny699FJceuml2L9/v8ZnTkPx9Hr29PSgoKAAjzzyCDIyMjQ+WxqJp9dy8+bNuOqqq7Bp0yZs3boVOTk5WL16NaqrqzU+czqVp9cyKSkJv/jFL7B161bs3bsXN954I2688Ua8//77Gp85DcXT66kqLy/HnXfeieXLl2t0pjQab65lXFwcamtrnR8nT57U8IyJ3Mc5fnjhHD98cI4fPjjHDx+c34eXkJ7jyzTmLFq0SL711ludf7bb7XJWVpb88MMPD7n/FVdcIa9du3bQ5xYvXix/73vfC+h5kns8vZ4D5eXlyU888UQAz4484cu1lGVZttlscmxsrPzCCy8E6hTJTb5eS1mW5Xnz5sn33HNPIE6PPOTN9bTZbPLSpUvlZ555Rv72t78tX3LJJRqcKY3G02v53HPPyfHx8RqdHZFvOMcPL5zjhw/O8cMH5/jhg/P78BLKc3xmnI8xFosFxcXFWLVqlfNzOp0Oq1atwtatW4d8z9atWwftDwBr1qwZdn/SjjfXk8Ymf1zLnp4eWK1WJCUlBeo0yQ2+XktZlvHxxx+jtLQUK1asCOSpkhu8vZ73338/0tLScNNNN2lxmuQGb69lV1cX8vLykJOTg0suuQQHDhzQ4nSJPMI5fnjhHD98cI4fPjjHDx+c34eXUJ/jM3A+xjQ1NcFutyM9PX3Q59PT01FXVzfke+rq6jzan7TjzfWksckf1/JnP/sZsrKyTrsJJm15ey3b29sRExMDo9GItWvX4g9/+AO+9rWvBfp0aRTeXM8tW7bg2WefxdNPP63FKZKbvLmWU6dOxYYNG/Dvf/8bf/vb3+BwOLB06VJUVVVpccpEbuMcP7xwjh8+OMcPH5zjhw/O78NLqM/xDZqPSEQ0Dj3yyCPYuHEjNm/ezMZ1ISo2NhYlJSXo6urCxx9/jDvuuAMFBQVYuXJlsE+NPNDZ2YnrrrsOTz/9NFJSUoJ9OuSjJUuWYMmSJc4/L126FNOmTcOf//xnPPDAA0E8MyIiGg84xw99nOOHPs7vw89YmuMzcD7GpKSkQK/Xo76+ftDn6+vrh20ik5GR4dH+pB1vrieNTb5cy8cffxyPPPIIPvroI8yePTuQp0lu8PZa6nQ6TJ48GQAwd+5cHDp0CA8//DAn1UHm6fUsKytDeXk5LrroIufnHA4HAMBgMKC0tBSTJk0K7EnTkPzxOzMiIgLz5s3DsWPHAnGKRF7jHD+8cI4fPjjHDx+c44cPzu/DS6jP8VmqZYwxGo1YsGABPv74Y+fnHA4HPv7440FPWwZasmTJoP0B4MMPPxx2f9KON9eTxiZvr+Vjjz2GBx54AO+99x4WLlyoxanSKPz1c+lwONDf3x+IUyQPeHo9i4qKsG/fPpSUlDg/Lr74YpxzzjkoKSlBTk6OlqdPA/jjZ9Nut2Pfvn3IzMwM1GkSeYVz/PDCOX744Bw/fHCOHz44vw8vIT/HD3Z3Ujrdxo0bZZPJJD///PPywYMH5VtuuUVOSEiQ6+rqZFmW5euuu06+6667nPt/8cUXssFgkB9//HH50KFD8n333SdHRETI+/btC9a3QAN4ej37+/vl3bt3y7t375YzMzPlO++8U969e7d89OjRYH0LpPD0Wj7yyCOy0WiUX3/9dbm2ttb50dnZGaxvgRSeXsuHHnpI/uCDD+SysjL54MGD8uOPPy4bDAb56aefDta3QAN4ej1P9e1vf1u+5JJLNDpbGomn1/LXv/61/P7778tlZWVycXGxfOWVV8pms1k+cOBAsL4FomFxjh9eOMcPH5zjhw/O8cMH5/fhJZTn+Aycj1F/+MMf5NzcXNloNMqLFi2Sv/rqK+fXzj77bPnb3/72oP1fffVVecqUKbLRaJRnzJghv/POOxqfMY3Ek+t54sQJGcBpH2effbb2J06n8eRa5uXlDXkt77vvPu1PnE7jybX8xS9+IU+ePFk2m81yYmKivGTJEnnjxo1BOGsajqe/NwfixHps8eRa3n777c5909PT5QsvvFDetWtXEM6ayD2c44cXzvHDB+f44YNz/PDB+X14CdU5viTLsqxtjjsRERERERERERER0djFGudERERERERERERERAMwcE5ERERERERERERENAAD50REREREREREREREAzBwTkREREREREREREQ0AAPnREREREREREREREQDMHBORERERERERERERDQAA+dERERERERERERERAMwcE5ERERERERERERENAAD50REdJobbrgBl156abBPg4iIiIiI/IRzfCIizxiCfQJERKQtSZJG/Pp9992HJ598ErIsa3RGRERERETkC87xiYj8T5L5vyYR0bhSV1fnfP33v/8d9957L0pLS52fi4mJQUxMTDBOjYiIiIiIvMA5PhGR/7FUCxHROJORkeH8iI+PhyRJgz4XExNz2jLOlStX4oc//CFuv/12JCYmIj09HU8//TS6u7tx4403IjY2FpMnT8Z//vOfQWPt378fF1xwAWJiYpCeno7rrrsOTU1NGn/HREREREThjXN8IiL/Y+CciIjc8sILLyAlJQXbt2/HD3/4Q3z/+9/H5ZdfjqVLl2LXrl1YvXo1rrvuOvT09AAA2tracO6552LevHnYuXMn3nvvPdTX1+OKK64I8ndCREREREQA5/hERCNh4JyIiNwyZ84c3HPPPSgsLMTdd98Ns9mMlJQU3HzzzSgsLMS9996L5uZm7N27FwDwf//3f5g3bx4eeughFBUVYd68ediwYQM2bdqEI0eOBPm7ISIiIiIizvGJiIbH5qBEROSW2bNnO1/r9XokJydj1qxZzs+lp6cDABoaGgAAe/bswaZNm4aspVhWVoYpU6YE+IyJiIiIiGgknOMTEQ2PgXMiInJLRETEoD9LkjToc5IkAQAcDgcAoKurCxdddBEeffTR046VmZkZwDMlIiIiIiJ3cI5PRDQ8Bs6JiCgg5s+fj3/84x/Iz8+HwcBfN0REREREoY5zfCIaT1jjnIiIAuLWW29FS0sLrrrqKuzYsQNlZWV4//33ceONN8Jutwf79IiIiIiIyEOc4xPReMLAORERBURWVha++OIL2O12rF69GrNmzcLtt9+OhIQE6HT89UNEREREFGo4xyei8USSZVkO9kkQEREREREREREREY0VfBxIRERERERERERERDQAA+dERERERERERERERAMwcE5ERERERERERERENAAD50REREREREREREREAzBwTkREREREREREREQ0AAPnREREREREREREREQDMHBORERERERERERERDQAA+dERERERERERERERAMwcE5ERERERERERERENAAD50REREREREREREREAzBwTkREREREREREREQ0wP8HqfYxqP0eMx4AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cudaq\n",
    "from cudaq import spin, ScalarOperator, Schedule, ScipyZvodeIntegrator\n",
    "import numpy as np\n",
    "import cupy as cp\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Set the target to our dynamics simulator\n",
    "cudaq.set_target(\"dynamics\")\n",
    "\n",
    "# Qubit Hamiltonian reference: https://qiskit-community.github.io/qiskit-dynamics/tutorials/Rabi_oscillations.html\n",
    "# Device parameters\n",
    "# Qubit resonant frequency\n",
    "omega_z = 10.0 * 2 * np.pi\n",
    "# Transverse term\n",
    "omega_x = 2 * np.pi\n",
    "# Harmonic driving frequency\n",
    "# Note: we chose a frequency slightly different from the resonant frequency to demonstrate the off-resonance effect.\n",
    "omega_drive = 0.99 * omega_z\n",
    "\n",
    "# Qubit Hamiltonian\n",
    "hamiltonian = 0.5 * omega_z * spin.z(0)\n",
    "# Add modulated driving term to the Hamiltonian\n",
    "hamiltonian += omega_x * ScalarOperator(\n",
    "    lambda t: np.cos(omega_drive * t)) * spin.x(0)\n",
    "\n",
    "# Dimensions of sub-system. We only have a single degree of freedom of dimension 2 (two-level system).\n",
    "dimensions = {0: 2}\n",
    "\n",
    "# Initial state of the system (ground state).\n",
    "rho0 = cudaq.State.from_data(\n",
    "    cp.array([[1.0, 0.0], [0.0, 0.0]], dtype=cp.complex128))\n",
    "\n",
    "# Schedule of time steps.\n",
    "t_final = np.pi / omega_x\n",
    "dt = 2.0 * np.pi / omega_drive / 100\n",
    "n_steps = int(np.ceil(t_final / dt)) + 1\n",
    "steps = np.linspace(0, t_final, n_steps)\n",
    "schedule = Schedule(steps, [\"t\"])\n",
    "\n",
    "# Run the simulation.\n",
    "# First, we run the simulation without any collapse operators (no decoherence).\n",
    "evolution_result = cudaq.evolve(hamiltonian,\n",
    "                                dimensions,\n",
    "                                schedule,\n",
    "                                rho0,\n",
    "                                observables=[spin.x(0),\n",
    "                                             spin.y(0),\n",
    "                                             spin.z(0)],\n",
    "                                collapse_operators=[],\n",
    "                                store_intermediate_results=cudaq.IntermediateResultSave.EXPECTATION_VALUE,\n",
    "                                integrator=ScipyZvodeIntegrator())\n",
    "\n",
    "# Now, run the simulation with qubit decoherence\n",
    "gamma_sm = 4.0\n",
    "gamma_sz = 1.0\n",
    "evolution_result_decay = cudaq.evolve(\n",
    "    hamiltonian,\n",
    "    dimensions,\n",
    "    schedule,\n",
    "    rho0,\n",
    "    observables=[spin.x(0), spin.y(0), spin.z(0)],\n",
    "    collapse_operators=[\n",
    "        np.sqrt(gamma_sm) * spin.plus(0),\n",
    "        np.sqrt(gamma_sz) * spin.z(0)\n",
    "    ],\n",
    "    store_intermediate_results=cudaq.IntermediateResultSave.EXPECTATION_VALUE,\n",
    "    integrator=ScipyZvodeIntegrator())\n",
    "\n",
    "get_result = lambda idx, res: [\n",
    "    exp_vals[idx].expectation() for exp_vals in res.expectation_values()\n",
    "]\n",
    "ideal_results = [\n",
    "    get_result(0, evolution_result),\n",
    "    get_result(1, evolution_result),\n",
    "    get_result(2, evolution_result)\n",
    "]\n",
    "decoherence_results = [\n",
    "    get_result(0, evolution_result_decay),\n",
    "    get_result(1, evolution_result_decay),\n",
    "    get_result(2, evolution_result_decay)\n",
    "]\n",
    "\n",
    "fig = plt.figure(figsize=(18, 6))\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.plot(steps, ideal_results[0])\n",
    "plt.plot(steps, ideal_results[1])\n",
    "plt.plot(steps, ideal_results[2])\n",
    "plt.ylabel(\"Expectation value\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.legend((\"Sigma-X\", \"Sigma-Y\", \"Sigma-Z\"))\n",
    "plt.title(\"No decoherence\")\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.plot(steps, decoherence_results[0])\n",
    "plt.plot(steps, decoherence_results[1])\n",
    "plt.plot(steps, decoherence_results[2])\n",
    "plt.ylabel(\"Expectation value\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.legend((\"Sigma-X\", \"Sigma-Y\", \"Sigma-Z\"))\n",
    "plt.title(\"With decoherence\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f1acadd-a724-4b33-bf20-27e8740cfa03",
   "metadata": {},
   "source": [
    "## Qubit Dynamics "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ecfbd887-ded4-4905-80de-02a460550b74",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'With decay')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cudaq\n",
    "from cudaq import spin, Schedule, RungeKuttaIntegrator\n",
    "import numpy as np\n",
    "import cupy as cp\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Set the target to our dynamics simulator\n",
    "cudaq.set_target(\"dynamics\")\n",
    "\n",
    "# Qubit Hamiltonian\n",
    "hamiltonian = 2 * np.pi * 0.1 * spin.x(0)\n",
    "\n",
    "# Dimensions of sub-system. We only have a single degree of freedom of dimension 2 (two-level system).\n",
    "dimensions = {0: 2}\n",
    "\n",
    "# Initial state of the system (ground state).\n",
    "rho0 = cudaq.State.from_data(\n",
    "    cp.array([[1.0, 0.0], [0.0, 0.0]], dtype=cp.complex128))\n",
    "\n",
    "# Schedule of time steps.\n",
    "steps = np.linspace(0, 10, 101)\n",
    "schedule = Schedule(steps, [\"time\"])\n",
    "\n",
    "# Run the simulation.\n",
    "# First, we run the simulation without any collapse operators (ideal).\n",
    "evolution_result = cudaq.evolve(hamiltonian,\n",
    "                                dimensions,\n",
    "                                schedule,\n",
    "                                rho0,\n",
    "                                observables=[spin.y(0), spin.z(0)],\n",
    "                                collapse_operators=[],\n",
    "                                store_intermediate_results=cudaq.IntermediateResultSave.EXPECTATION_VALUE,\n",
    "                                integrator=RungeKuttaIntegrator())\n",
    "\n",
    "# Now, run the simulation with qubit decaying due to the presence of a collapse operator.\n",
    "evolution_result_decay = cudaq.evolve(\n",
    "    hamiltonian,\n",
    "    dimensions,\n",
    "    schedule,\n",
    "    rho0,\n",
    "    observables=[spin.y(0), spin.z(0)],\n",
    "    collapse_operators=[np.sqrt(0.05) * spin.x(0)],\n",
    "    store_intermediate_results=cudaq.IntermediateResultSave.EXPECTATION_VALUE,\n",
    "    integrator=RungeKuttaIntegrator())\n",
    "\n",
    "get_result = lambda idx, res: [\n",
    "    exp_vals[idx].expectation() for exp_vals in res.expectation_values()\n",
    "]\n",
    "ideal_results = [\n",
    "    get_result(0, evolution_result),\n",
    "    get_result(1, evolution_result)\n",
    "]\n",
    "decay_results = [\n",
    "    get_result(0, evolution_result_decay),\n",
    "    get_result(1, evolution_result_decay)\n",
    "]\n",
    "\n",
    "fig = plt.figure(figsize=(18, 6))\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.plot(steps, ideal_results[0])\n",
    "plt.plot(steps, ideal_results[1])\n",
    "plt.ylabel(\"Expectation value\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.legend((\"Sigma-Y\", \"Sigma-Z\"))\n",
    "plt.title(\"No decay\")\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.plot(steps, decay_results[0])\n",
    "plt.plot(steps, decay_results[1])\n",
    "plt.ylabel(\"Expectation value\")\n",
    "plt.xlabel(\"Time\")\n",
    "plt.legend((\"Sigma-Y\", \"Sigma-Z\"))\n",
    "plt.title(\"With decay\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2f3112f-8589-41d7-88b5-a16c9200e31f",
   "metadata": {},
   "source": [
    "## Landau-Zenner\n",
    "\n",
    "\n",
    "This example simulates the so-called Landau–Zener transition: given a time-dependent Hamiltonian such that the energy separationof the two states is a linear function of time, an analytical formula exists to calculate the probability of finding the system in the excited state after the transition."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f82ea3eb-db07-48c5-9398-6eae4d1a069a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7fa9f4718af0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cudaq\n",
    "from cudaq import spin, boson, ScalarOperator, Schedule, ScipyZvodeIntegrator\n",
    "import numpy as np\n",
    "import cupy as cp\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# References:\n",
    "# - https://en.wikipedia.org/wiki/Landau%E2%80%93Zener_formula\n",
    "# - `The Landau-Zener formula made simple`, `Eric P Glasbrenner and Wolfgang P Schleich 2023 J. Phys. B: At. Mol. Opt. Phys. 56 104001`\n",
    "# - QuTiP notebook: https://github.com/qutip/qutip-notebooks/blob/master/examples/landau-zener.ipynb\n",
    "\n",
    "# Set the target to our dynamics simulator\n",
    "cudaq.set_target(\"dynamics\")\n",
    "\n",
    "# Define some shorthand operators\n",
    "sx = spin.x(0)\n",
    "sz = spin.z(0)\n",
    "sm = boson.annihilate(0)\n",
    "sm_dag = boson.create(0)\n",
    "\n",
    "# Dimensions of sub-system. We only have a single degree of freedom of dimension 2 (two-level system).\n",
    "dimensions = {0: 2}\n",
    "\n",
    "# Landau–Zener Hamiltonian:\n",
    "# `[[-alpha*t, g], [g, alpha*t]] = g * pauli_x - alpha * t * pauli_z`\n",
    "g = 2 * np.pi\n",
    "# Analytical equation:\n",
    "# `P(0) = exp(-pi * g ^ 2/ alpha)`\n",
    "# The target ground state probability that we want to achieve\n",
    "target_p0 = 0.75\n",
    "# Compute `alpha` parameter:\n",
    "alpha = (-np.pi * g**2) / np.log(target_p0)\n",
    "\n",
    "# Hamiltonian\n",
    "hamiltonian = g * sx - alpha * ScalarOperator(lambda t: t) * sz\n",
    "\n",
    "# Initial state of the system (ground state)\n",
    "psi0 = cudaq.State.from_data(cp.array([1.0, 0.0], dtype=cp.complex128))\n",
    "\n",
    "# Schedule of time steps (simulating a long time range)\n",
    "steps = np.linspace(-2.0, 2.0, 5000)\n",
    "schedule = Schedule(steps, [\"t\"])\n",
    "\n",
    "# Run the simulation.\n",
    "evolution_result = cudaq.evolve(hamiltonian,\n",
    "                                dimensions,\n",
    "                                schedule,\n",
    "                                psi0,\n",
    "                                observables=[boson.number(0)],\n",
    "                                collapse_operators=[],\n",
    "                                store_intermediate_results=cudaq.IntermediateResultSave.EXPECTATION_VALUE,\n",
    "                                integrator=ScipyZvodeIntegrator())\n",
    "\n",
    "prob1 = [\n",
    "    exp_vals[0].expectation()\n",
    "    for exp_vals in evolution_result.expectation_values()\n",
    "]\n",
    "\n",
    "prob0 = [1 - val for val in prob1]\n",
    "fig, ax = plt.subplots(figsize=(12, 8))\n",
    "ax.plot(steps, prob1, 'b', steps, prob0, 'r')\n",
    "ax.plot(steps, (1.0 - target_p0) * np.ones(np.shape(steps)), 'k')\n",
    "ax.plot(steps, target_p0 * np.ones(np.shape(steps)), 'm')\n",
    "ax.set_xlabel(\"Time\")\n",
    "ax.set_ylabel(\"Occupation probability\")\n",
    "ax.set_title(\"Landau-Zener transition\")\n",
    "ax.legend((\"Excited state\", \"Ground state\", \"LZ formula (Excited state)\",\n",
    "           \"LZ formula (Ground state)\"),\n",
    "          loc=0)\n"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
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   "pygments_lexer": "ipython3",
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